Duration 5 Days 30 CPD hours This course is intended for Data Warehouse AdministratorDatabase Administrators Overview Use the Oracle Database tuning methodology appropriate to the available toolsUtilize database advisors to proactively tune an Oracle Database InstanceUse the tools based on the Automatic Workload Repository to tune the databaseDiagnose and tune common SQL related performance problemsDiagnose and tune common Instance related performance problemsUse Enterprise Manager performance-related pages to monitor an Oracle DatabaseGain an understanding of the Oracle Database Cloud Service In the Oracle Database 12c: Performance Management and Tuning course, learn about the performance analysis and tuning tasks expected of a DBA: proactive management through built-in performance analysis features and tools, diagnosis and tuning of the Oracle Database instance components, and diagnosis and tuning of SQL-related performance issues. In this course, you will be introduced to Oracle Database Cloud Service. Introduction Course Objectives Course Organization Course Agenda Topics Not Included in the Course Who Tunes? What Does the DBA Tune? How to Tune Tuning Methodology Basic Tuning Diagnostics Performance Tuning Diagnostics Performance Tuning Tools Tuning Objectives Top Timed Events DB Time CPU and Wait Time Tuning Dimensions Time Model Dynamic Performance Views Using Automatic Workload Repository Automatic Workload Repository Overview Automatic Workload Repository Data Enterprise Manager Cloud Control and AWR Snapshots Reports Compare Periods Defining the Scope of Performance Issues Defining the Problem Limiting the Scope Setting the Priority Top SQL Reports Common Tuning Problems Tuning During the Life Cycle ADDM Tuning Session Performance Versus Business Requirements Using Metrics and Alerts Metrics and Alerts Overview Limitation of Base Statistics Benefits of Metrics Viewing Metric History Information Viewing Histograms Server-Generated Alerts Setting Thresholds Metrics and Alerts Views Using Baselines Comparative Performance Analysis with AWR Baselines Automatic Workload Repository Baselines Moving Window Baseline Baselines in Performance Page Settings Baseline Templates AWR Baseslines Creating AWR Baselines Managing Baselines with PL/SQL Using AWR-Based Tools Automatic Maintenance Tasks ADDM Performance Monitoring Using Compare Periods ADDM Active Session History New or Enhanced Automatic Workload Repository Views Emergency Monitoring Real-time ADDM Real-Time Database Operation Monitoring Overview Use Cases Defining a Database Operation Scope of a Composite Database Operation Database Operation Concepts Identifying a Database Operation Enabling Monitoring of Database Operations Identifying, Starting, and Completing a Database Operation Monitoring Applications What is a Service? Service Attributes Service Types Creating Services Managing Services in a Single-Instance Environment Where are Services Used? Using Services with Client Applications Services and Pluggable Databases Identifying Problem SQL Statements SQL Statement Processing Phases Role of the Oracle Optimizer Identifying Bad SQL Top SQL Reports SQL Monitoring What is an Execution Plan? Methods for Viewing Execution Plans Uses of Execution Plans Influencing the Optimizer Functions of the Query Optimizer Selectivity Cardinality and Cost Changing Optimizer Behavior Optimizer Statistics Extended Statistics Controlling the Behavior of the Optimizer with Parameters Enabling Query Optimizer Features Reducing the Cost of SQL Operations Reducing the Cost Index Maintenance SQL Access Advisor Table Maintenance for Performance Table Reorganization Methods Space Management Extent Management Data Storage Using SQL Performance Analyzer Real Application Testing: Overview Real Application Testing: Use Cases SQL Performance Analyzer: Process Capturing the SQL Workload Creating a SQL Performance Analyzer Task SQL Performance Analyzer: Tasks Parameter Change SQL Performance Analyzer Task Page SQL Performance Management Maintaining SQL Performance Maintaining Optimizer Statistics Automated Maintenance Tasks Statistic Gathering Options Setting Statistic Preferences Restore Statistics Deferred Statistics Publishing Automatic SQL Tuning Using Database Replay Using Database Replay The Big Picture System Architecture Capture Considerations Replay Considerations: Preparation Replay Considerations Replay Options Replay Analysis Tuning the Shared Pool Shared Pool Architecture Shared Pool Operation The Library Cache Latch and Mutex Diagnostic Tools for Tuning the Shared Pool Avoiding Hard Parses Reducing the Cost of Soft Parses Sizing the Shared Pool Tuning the Buffer Cache Oracle Database Architecture: Buffer Cache Buffer Cache: Highlights Database Buffers Buffer Hash Table for Lookups Working Sets Buffer Cache Tuning Goals and Techniques Buffer Cache Performance Symptoms Buffer Cache Performance Solutions Tuning PGA and Temporary Space SQL Memory Usage Performance Impact Automatic PGA Memory SQL Memory Manager Configuring Automatic PGA Memory Setting PGA_AGGREGATE_TARGET Initially Limiting the size of the Program Global Area (PGA) SQL Memory Usage Automatic Memory Oracle Database Architecture Dynamic SGA Granule Memory Advisories Manually Adding Granules to Components Increasing the Size of an SGA Component Automatic Shared Memory Management: Overview SGA Sizing Parameters: Overview Performance Tuning Summary with Waits Commonly Observed Wait Events Additional Statistics Top 10 Mistakes Found in Customer Systems Symptoms Oracle Database Cloud Service: Overview Database as a Service Architecture, Features and Tooling Software Editions: Included Database Options and Management Packs Accessing the Oracle Database Cloud Service Console Automated Database Provisioning Managing the Compute Node Associated With a Database Deployment Managing Network Access to Database as a Service Scaling a Database Deployment Performance Management in the Database Cloud Environment Performance Monitoring and Tuning What Can be Tuned in a DBCS Environment?
Discover the power of data science and machine learning with Python! Learn essential techniques, algorithms, and tools to analyze data, build predictive models, and unlock insights. Dive into hands-on projects, from data manipulation to advanced machine learning applications. Elevate your skills and unleash the potential of Python for data-driven decision-making.
Step into the vibrant world of web development with our 'jQuery Masterclass Course: JavaScript and AJAX Coding Bible.' This course is crafted to guide you through the intricate functionalities of jQuery, a powerful library that simplifies JavaScript programming. Starting with an introduction that sets the foundation, the course gradually unfolds the vast capabilities of jQuery, from simple selectors to complex AJAX operations. Each section is meticulously designed to build upon your skills, making the journey from novice to jQuery expert both engaging and informative. This course isn't just about learning to code; it's about empowering you to create interactive and dynamic web applications with ease and confidence. Progress through the curriculum to master various aspects of jQuery, including working with attributes and values, handling events, and manipulating HTML/CSS. You'll delve into traversing methods, learning to navigate and manipulate the Document Object Model (DOM) efficiently. The course also sheds light on creating visually appealing web pages with jQuery effects and animations. The comprehensive section on AJAX will equip you with the skills to make asynchronous requests, enhancing the user experience of your web applications. By the end of this course, you'll not only have a solid understanding of jQuery but also the practical know-how to implement it in real-world projects. Learning Outcomes Understand the core concepts and functionalities of jQuery. Master the use of selectors for manipulating DOM elements. Gain proficiency in handling events and working with HTML/CSS in jQuery. Learn to create dynamic web content and effects using jQuery. Develop skills in AJAX for asynchronous web programming. Why choose this jQuery Masterclass Course: JavaScript and AJAX Coding Bible? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this jQuery Masterclass Course: JavaScript and AJAX Coding Bible for? Web developers seeking to enhance their JavaScript and jQuery skills. Front-end developers aiming to create more interactive web applications. IT students and enthusiasts exploring web development technologies. Professionals transitioning to web development and programming. Anyone interested in learning jQuery for personal or professional web projects. Career path Web Developer: £25,000 - £50,000 Front-End Developer: £28,000 - £55,000 JavaScript Developer: £30,000 - £60,000 UI/UX Designer: £27,000 - £50,000 Full Stack Developer: £35,000 - £70,000 Web Application Developer: £32,000 - £65,000 Prerequisites This jQuery Masterclass Course: JavaScript and AJAX Coding Bible does not require you to have any prior qualifications or experience. You can just enrol and start learning.This jQuery Masterclass Course: JavaScript and AJAX Coding Bible was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Section 01 : Introduction Introduction To This Course 00:02:00 Setup on Windows 00:03:00 Setup on Mac OS X 00:03:00 Setup on Linux 00:05:00 Online Code IDE 00:02:00 Uncompressed vs Minified vs Slim vs Slim Minified 00:05:00 Document Ready 00:03:00 Section 02 : Selectors Elements 00:03:00 All Elements 00:02:00 This Keyword 00:03:00 ID 00:02:00 Class 00:02:00 Multiple Items 00:03:00 First Element 00:02:00 Odd/Even 00:06:00 Element and Class 00:02:00 Children 00:04:00 Attributes 00:03:00 Type 00:04:00 Contains 00:03:00 Section 03 : Attributes/Values Get Attribute 00:02:00 Set Attribute 00:03:00 Set Attribute With Callback Function 00:03:00 Set Multiple Attributes 00:03:00 Remove 00:02:00 Text Attribute 00:02:00 Data Attribute 00:03:00 Value 00:03:00 HTML Value 00:02:00 Class 00:09:00 Section 04 : Events Binding & Unbinding 00:07:00 Attributes 00:04:00 Propagation 00:05:00 Prevent Default Behaviour 00:05:00 Mouse Single Click 00:02:00 Mouse Double Click 00:02:00 Mouse Enter Element 00:04:00 Mouse Leave Element 00:04:00 Mouse Hover 00:04:00 Mouse Down 00:03:00 Mouse Up 00:02:00 Keyboard Down 00:03:00 Keyboard Press 00:01:00 Keyboard Up 00:01:00 Form Submit 00:03:00 Form Change 00:03:00 Form Focus 00:04:00 Form Blur 00:02:00 Document/Window Scroll 00:03:00 Document/Window Resize 00:02:00 Combining Multiple Events Using A Single Selector 00:05:00 Section 05 : HTML/CSS Get and Set CSS Property 00:03:00 Set Multiple CSS Properties 00:02:00 Add, Remove and Toggle CSS Classes 00:06:00 Get and Set Element Dimensions 00:12:00 Adding Elements Using Append, Prepend, After and Before 00:05:00 Removing Elements Using Remove and Empty 00:06:00 Section 06 : Traversing Elements By Index 00:03:00 Child Elements 00:03:00 Parent Element 00:03:00 Sibling Elements 00:03:00 Filtering Elements 00:06:00 Section 07 : Effects Show, Hide and Toggle 00:11:00 Fading Using FadeIn, FadeOut, FadeToggle and FadeTo 00:06:00 Sliding Using SlideDown, SlideUp and SlideToggle 00:06:00 Animate 00:09:00 Stop Effects and Animations 00:03:00 Function Callback 00:03:00 Action and Method Chaining 00:05:00 Section 08: AJAX Load 00:05:00 Get JSON 00:04:00 GET Data 00:04:00 POST Data 00:05:00 Section 09 : Utility Functions Trim String 00:03:00 Extend 00:03:00 Extend Function 00:07:00 In Array 00:04:00 Each 00:03:00 Data Function 00:05:00 Proxy Function 00:03:00 Is Window Function 00:01:00 Now/Epoch Time Method 00:02:00 Number Check (isNumeric) 00:02:00 Dequeue 00:03:00 Global Evaluation 00:02:00 Section 10 : Resource Resource 00:00:00 Assignment Assignment - jQuery: JavaScript and AJAX Coding Bible 00:00:00
Duration 3 Days 18 CPD hours This course is intended for This in an intermediate and beyond-level course is geared for experienced Python developers looking to delve into the exciting field of Natural Language Processing. It is ideally suited for roles such as data analysts, data scientists, machine learning engineers, or anyone working with text data and seeking to extract valuable insights from it. If you're in a role where you're tasked with analyzing customer sentiment, building chatbots, or dealing with large volumes of text data, this course will provide you with practical, hands on skills that you can apply right away. Overview This course combines engaging instructor-led presentations and useful demonstrations with valuable hands-on labs and engaging group activities. Throughout the course you'll: Master the fundamentals of Natural Language Processing (NLP) and understand how it can help in making sense of text data for valuable insights. Develop the ability to transform raw text into a structured format that machines can understand and analyze. Discover how to collect data from the web and navigate through semi-structured data, opening up a wealth of data sources for your projects. Learn how to implement sentiment analysis and topic modeling to extract meaning from text data and identify trends. Gain proficiency in applying machine learning and deep learning techniques to text data for tasks such as classification and prediction. Learn to analyze text sentiment, train emotion detectors, and interpret the results, providing a way to gauge public opinion or understand customer feedback. The Hands-on Natural Language Processing (NLP) Boot Camp is an immersive, three-day course that serves as your guide to building machines that can read and interpret human language. NLP is a unique interdisciplinary field, blending computational linguistics with artificial intelligence to help machines understand, interpret, and generate human language. In an increasingly data-driven world, NLP skills provide a competitive edge, enabling the development of sophisticated projects such as voice assistants, text analyzers, chatbots, and so much more. Our comprehensive curriculum covers a broad spectrum of NLP topics. Beginning with an introduction to NLP and feature extraction, the course moves to the hands-on development of text classifiers, exploration of web scraping and APIs, before delving into topic modeling, vector representations, text manipulation, and sentiment analysis. Half of your time is dedicated to hands-on labs, where you'll experience the practical application of your knowledge, from creating pipelines and text classifiers to web scraping and analyzing sentiment. These labs serve as a microcosm of real-world scenarios, equipping you with the skills to efficiently process and analyze text data. Time permitting, you?ll also explore modern tools like Python libraries, the OpenAI GPT-3 API, and TensorFlow, using them in a series of engaging exercises. By the end of the course, you'll have a well-rounded understanding of NLP, and will leave equipped with the practical skills and insights that you can immediately put to use, helping your organization gain valuable insights from text data, streamline business processes, and improve user interactions with automated text-based systems. You?ll be able to process and analyze text data effectively, implement advanced text representations, apply machine learning algorithms for text data, and build simple chatbots. Launch into the Universe of Natural Language Processing The journey begins: Unravel the layers of NLP Navigating through the history of NLP Merging paths: Text Analytics and NLP Decoding language: Word Sense Disambiguation and Sentence Boundary Detection First steps towards an NLP Project Unleashing the Power of Feature Extraction Dive into the vast ocean of Data Types Purification process: Cleaning Text Data Excavating knowledge: Extracting features from Texts Drawing connections: Finding Text Similarity through Feature Extraction Engineer Your Text Classifier The new era of Machine Learning and Supervised Learning Architecting a Text Classifier Constructing efficient workflows: Building Pipelines for NLP Projects Ensuring continuity: Saving and Loading Models Master the Art of Web Scraping and API Usage Stepping into the digital world: Introduction to Web Scraping and APIs The great heist: Collecting Data by Scraping Web Pages Navigating through the maze of Semi-Structured Data Unearth Hidden Themes with Topic Modeling Embark on the path of Topic Discovery Decoding algorithms: Understanding Topic-Modeling Algorithms Dialing the right numbers: Key Input Parameters for LSA Topic Modeling Tackling complexity with Hierarchical Dirichlet Process (HDP) Delving Deep into Vector Representations The Geometry of Language: Introduction to Vectors in NLP Text Manipulation: Generation and Summarization Playing the creator: Generating Text with Markov Chains Distilling knowledge: Understanding Text Summarization and Key Input Parameters for TextRank Peering into the future: Recent Developments in Text Generation and Summarization Solving real-world problems: Addressing Challenges in Extractive Summarization Riding the Wave of Sentiment Analysis Unveiling emotions: Introduction to Sentiment Analysis Tools Demystifying the Textblob library Preparing the canvas: Understanding Data for Sentiment Analysis Training your own emotion detectors: Building Sentiment Models Optional: Capstone Project Apply the skills learned throughout the course. Define the problem and gather the data. Conduct exploratory data analysis for text data. Carry out preprocessing and feature extraction. Select and train a model. ? Evaluate the model and interpret the results. Bonus Chapter: Generative AI and NLP Introduction to Generative AI and its role in NLP. Overview of Generative Pretrained Transformer (GPT) models. Using GPT models for text generation and completion. Applying GPT models for improving autocomplete features. Use cases of GPT in question answering systems and chatbots. Bonus Chapter: Advanced Applications of NLP with GPT Fine-tuning GPT models for specific NLP tasks. Using GPT for sentiment analysis and text classification. Role of GPT in Named Entity Recognition (NER). Application of GPT in developing advanced chatbots. Ethics and limitations of GPT and generative AI technologies.
A medical secretary is responsible for ensuring that a doctor's office runs smoothly so that patients receive the best possible care. A medical secretary must understand office organisation and standard procedures to provide this secretarial support. They should also be able to use medical terminologies fluently. This course will teach you about the medical secretarial profession and the skills needed to do the job successfully. This course will teach you about the roles and responsibilities of a medical secretary. You will also learn various medical secretary skills, including an effective filing system, medical transcription, medical writing, maintaining medical records, an appointment system, and more. Furthermore, this comprehensive Medical Secretary - Essential Skills will teach you the critical concepts of patient confidentiality and other legal aspects of the healthcare industry. Learning Outcomes After completing this course, learner will be able to: Understand the fundamentals of the National Health Service. Understand the roles and responsibilities of a medical secretary. Know how to organise schedules and manage appointment systems. Gain a clear understanding of the Law, Ethics and Medicine. Gain a thorough understanding of the effective filing system in medical offices. Familiarise yourself with the concept of patient confidentiality and its dos and don'ts. Become skilled at controlling and ordering stocks and supplies. Gain in-depth knowledge of Medical Terminology and Clinical Aspects. Know the importance of health and safety in the healthcare sector. Have a solid understanding of Complementary Medicine Why Choose Diploma in Medical Receptionist and Secretary from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Medical Secretary - Essential Skills Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing this Course. **Courses are included in this Medical Secretary - Essential Skills Bundle Course Course 01: Medical Secretary - Essential Skills Course 02: Communication Skills Course Course 03: Level 4 Time Management Course Course 04: Level 5 Proofreading & Copy Editing Course 05: Level 2 Customer Service Course 06: Level 5 Report Writing Course Course 07: Level 5 Negotiation Skills Course ***Others Included of Medical Secretary - Essential Skills Bundle Course Free 7 PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam [ Note: Free PDF certificate as soon as completing the course ] Detailed course curriculum of the Medical Secretary - Essential Skills: Module 1: The National Health Service History Structure of the NHS The NHS Plan Resource Allocation Delivering Care Mental Health Services Public Health The NHS, the Regions and Devolution Module 2: Patient (Customer) Care The Medical Receptionist Putting Patient First Complaints Within the Health Service The Complaints Procedure Patient and Public Involvement Patient's Rights Access to Health Care Total Quality in Medical Practice Customer Care: Involving Patients and the Public Module 3: Communication Report Writing Electronic Mail & Mobile Phones: Text Messages Telephone Skills People Skills - Face to Face Meeting Performance Review & Counselling The Practice Leaflet & Hospital Information Leaflets Networking Module 4: Law, Ethics and Medicine Medical Ethics and Etiquette Doctor's Duties Patient's Right The Regulatory Bodies and Their Role Legal Aspects Certification Health and Safety at Work Module 5: Health & Safety in a Clinical Environment First Aid at Work Hazardous Substances The NHS National Patient Safety Agency (NPSA) Hepatitis & AIDS Fire Precautions Clinical Risk Management Coping With Aggression & Violence Module 6: Practical Reception Skills in General Practice Record Keeping and General Administration Information Technology Module 7: The Hospital Service The Patient's Route Through the Hospital Outpatient Appointments Admissions from the Waiting List Accident and Emergency Admissions Home From Hospital Support Day Cases and Ward Attendees Hospital Team Clinical Audit Star Ratings What is a Medical Record? Cases Notes Master Index Filing Room or Records Library Medical Records Procedure for Departments Retention of Records Destruction of Medical Records The Role of the Secretary in the Hospital Module 8: Private Medicine Private Clinic or Hospital The Secretary In Private Practice Module 9: Forms, Fees and Finances in General Practises Contracting Finance Practice Income Scotland Wales Northern Ireland Module 10: Using Information Technology Computers in General Practice Electronic Medicine Computers in Hospitals Maintaining Security Module 11: Medical Terminology and Clinical Aspects Pathology and X-ray Examinations Prescribing and Drugs Nurse Prescribing New Developments in Pharmacy Module 12: Audit, Health Economics and Ensuring Quality for the Medical Receptionist and Secretary Audit Health Economics and Cost-effective Medicine Private Finance Initiative Clinical Governance National Institute for Clinical Excellence (NICE) National Clinical Assessment Service (NCAS) National Service Framework (NSF) Patient Surveys Module 13: Complementary Medicine Acupuncture Alexander Technique Aromatherapy Chiropractic Homoeopathy Hydrotherapy Hypnotherapy Osteopathy Reflexology ------------------- ***Communication Skills Course*** Module 01: Introduction to Communication Module 02: The Communication Skills Module 03: Different Types of Communication Module 04: Different Methods of Communication Module 05: Styles of Communication Module 06: Barriers to Communication Module 07: Assessing Communication Competence: Relevant Criteria Module 08: Seven Actions for Effective Communication Module 09: Do's and Don'ts of Effective Communication ------------------- ***Level 4 Time Management Course*** Module 1: Basics of Time Management Module 2: Prioritise Your Time Module 3: Organise Your Time Module 4: Using Your Time Efficiently Module 5: Time Management in the Workplace Module 6: Time Management For Students Module 7: Time Management Software Module 8: Create a Value-Based Time Management Plan ------------------- ***Level 5 Proofreading & Copy Editing*** Module 01: An Overview of Proofreading Module 02: Use of the Style Guide Module 03: Spelling and Grammar Module 04: Paper-based Proofreading Module 05: On the Screen Proofreading Module 06: Basics of Copy Editing Module 07: Copy Editing - the Use of Language Module 08: Copy Editing - Checking Accuracy and Facts Module 09: Copy Editing - Legal Checks Module 10: Career Development ------------------- ***Level 2 Customer Service*** Module 1: Introduction to Customer Service Module 2: Understanding the Organisation Module 3: Prepare to Deliver Excellent Customer Service Module 4: Communication in the Customer Service Role Module 5: Understand Customers ------------------- ***Level 5 Report Writing Course*** Module 01: Introduction to Report Writing Module 02: The Basics of Business Report Writing Module 03: The Practical Side of Report Writing (Part-1): Preparation & Planning Module 04: The Practical Side of Report Writing (Part-2): Collecting and Handling Information Module 05: The Practical Side of Report Writing (Part-3): Writing and Revising Report Module 06: The Creative Side of Report Writing (Part -1): A Style Guide to Good Report Writing Module 07: The Creative Side of Report Writing (Part -2): Improving the Presentation of Your Report Module 08: Developing Research Skills Module 09: Developing Creativity & Innovation Module 10: Develop Critical Thinking Skills Module 11: Interpersonal Skill Development ------------------- ***Level 5 Negotiation Skills Course*** Module 01: An Overview of Negotiation Module 02: How to Prepare For Negotiations Module 03: The Process of Negotiation Module 04: Ways of Developing Persuasion & Influencing Skills Module 05: Ways of Developing Communication Skills Module 06: How to Develop Active Listening Skills Module 07: Comprehending Body Language Module 08: Assertiveness and Self Confidence Module 09: Managing Anger Module 10: Managing Stress Module 11: Negotiation Tactics to Closing a Better Deal Module 12: Ways of Overcoming Sales Objections Assessment Method After completing each module of the Medical Secretary - Essential Skills, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Once you complete all the modules in this manner, you will be qualified to request your certification. Certification After completing the MCQ/Assignment assessment for this Medical Secretary - Essential Skills, you will be entitled to a Certificate of Completion from Training Tale. It will act as proof of your extensive professional development. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? This Medical Secretary - Essential Skills is ideal for Health Care Professionals who work and will be working in healthcare settings such as hospitals, clinics, and healthcare facilities. Requirements Students who intend to enrol in this course must meet the following requirements: Good command of the English language Must be vivacious and self-driven Basic computer knowledge A minimum of 16 years of age is required Career path After completing this course, you will have developed a set of skills necessary for career advancement and will be able to pursue a variety of job opportunities, including - Medical Receptionist Medical Secretary Healthcare Administrator GP Receptionist Patient Coordinator Certificates Certificate of completion Digital certificate - Included
A medical secretary is responsible for ensuring that a doctor's office runs smoothly so that patients receive the best possible care. A medical secretary must understand office organisation and standard procedures to provide this secretarial support. They should also be able to use medical terminologies fluently. This Medical Receptionist Skills will teach you about the medical secretarial profession and the skills needed to do the job successfully. This Course will teach you about the roles and responsibilities of a medical secretary. You will also learn various medical secretary skills, including an effective filing system, medical transcription, medical writing, maintaining medical records, an appointment system, and more. Furthermore, this comprehensive Medical Receptionist Skills will teach you the critical concepts of patient confidentiality and other legal aspects of the healthcare industry. Learning Outcomes After completing this course, learner will be able to: Understand the fundamentals of the National Health Service. Understand the roles and responsibilities of a medical secretary. Know how to organise schedules and manage appointment systems. Gain a clear understanding of the Law, Ethics and Medicine. Gain a thorough understanding of the effective filing system in medical offices. Familiarise yourself with the concept of patient confidentiality and its dos and don'ts. Become skilled at controlling and ordering stocks and supplies. Gain in-depth knowledge of Medical Terminology and Clinical Aspects. Know the importance of health and safety in the healthcare sector. Have a solid understanding of Complementary Medicine Why Choose Diploma in Medical Receptionist and Secretary from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. This Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing this Course. **Courses are included in this Medical Receptionist Skills Bundle Course Course 01: Medical Receptionist Skills Course 02: Dealing With Difficult People Course 03: Communication Skills Course Course 04: Level 4 Time Management Course Course 05: Level 5 Negotiation Skills Course Course 06: Level 5 Report Writing Course Course 07: Level 5 Proofreading & Copy Editing ***Others Included of Medical Receptionist Skills Bundle Course Free 7 PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam [ Note: Free PDF certificate as soon as completing the course ] Detailed course curriculum of the Medical Receptionist Skills: Module 1: The National Health Service History Structure of the NHS The NHS Plan Resource Allocation Delivering Care Mental Health Services Public Health The NHS, the Regions and Devolution Module 2: Patient (Customer) Care The Medical Receptionist Putting Patient First Complaints Within the Health Service The Complaints Procedure Patient and Public Involvement Patient's Rights Access to Health Care Total Quality in Medical Practice Customer Care: Involving Patients and the Public Module 3: Communication Report Writing Electronic Mail & Mobile Phones: Text Messages Telephone Skills People Skills - Face to Face Meeting Performance Review & Counselling The Practice Leaflet & Hospital Information Leaflets Networking Module 4: Law, Ethics and Medicine Medical Ethics and Etiquette Doctor's Duties Patient's Right The Regulatory Bodies and Their Role Legal Aspects Certification Health and Safety at Work Module 5: Health & Safety in a Clinical Environment First Aid at Work Hazardous Substances The NHS National Patient Safety Agency (NPSA) Hepatitis & AIDS Fire Precautions Clinical Risk Management Coping With Aggression & Violence Module 6: Practical Reception Skills in General Practice Record Keeping and General Administration Information Technology Module 7: The Hospital Service The Patient's Route Through the Hospital Outpatient Appointments Admissions from the Waiting List Accident and Emergency Admissions Home From Hospital Support Day Cases and Ward Attendees Hospital Team Clinical Audit Star Ratings What is a Medical Record? Cases Notes Master Index Filing Room or Records Library Medical Records Procedure for Departments Retention of Records Destruction of Medical Records The Role of the Secretary in the Hospital Module 8: Private Medicine Private Clinic or Hospital The Secretary In Private Practice Module 9: Forms, Fees and Finances in General Practises Contracting Finance Practice Income Scotland Wales Northern Ireland Module 10: Using Information Technology Computers in General Practice Electronic Medicine Computers in Hospitals Maintaining Security Module 11: Medical Terminology and Clinical Aspects Pathology and X-ray Examinations Prescribing and Drugs Nurse Prescribing New Developments in Pharmacy Module 12: Audit, Health Economics and Ensuring Quality for the Medical Receptionist and Secretary Audit Health Economics and Cost-effective Medicine Private Finance Initiative Clinical Governance National Institute for Clinical Excellence (NICE) National Clinical Assessment Service (NCAS) National Service Framework (NSF) Patient Surveys Module 13: Complementary Medicine Acupuncture Alexander Technique Aromatherapy Chiropractic Homoeopathy Hydrotherapy Hypnotherapy Osteopathy Reflexology ------------------- ***Communication Skills Course*** Module 01: Introduction to Communication Module 02: The Communication Skills Module 03: Different Types of Communication Module 04: Different Methods of Communication Module 05: Styles of Communication Module 06: Barriers to Communication Module 07: Assessing Communication Competence: Relevant Criteria Module 08: Seven Actions for Effective Communication Module 09: Do's and Don'ts of Effective Communication ------------------- ***Level 4 Time Management Course*** Module 1: Basics of Time Management Module 2: Prioritise Your Time Module 3: Organise Your Time Module 4: Using Your Time Efficiently Module 5: Time Management in the Workplace Module 6: Time Management For Students Module 7: Time Management Software Module 8: Create a Value-Based Time Management Plan ------------------- ***Level 5 Proofreading & Copy Editing*** Module 01: An Overview of Proofreading Module 02: Use of the Style Guide Module 03: Spelling and Grammar Module 04: Paper-based Proofreading Module 05: On the Screen Proofreading Module 06: Basics of Copy Editing Module 07: Copy Editing - the Use of Language Module 08: Copy Editing - Checking Accuracy and Facts Module 09: Copy Editing - Legal Checks Module 10: Career Development ------------------- ***Dealing With Difficult People*** Module 01: Difficult People and Their Difficult Behaviour Module 02: Communicating With Difficult People Module 03: Standing Up to Difficult People Module 04: A Quick Guide to the Seven Classically Difficult Types Module 05: Dealing with Bosses Who Drive You Barmy Module 06: Colleagues to Throttle Module 07: Dealing With Impossible People Module 08: The Temper Tantrum Type ------------------- ***Level 5 Negotiation Skills Course*** Module 01: An Overview of Negotiation Module 02: How to Prepare For Negotiations Module 03: The Process of Negotiation Module 04: Ways of Developing Persuasion & Influencing Skills Module 05: Ways of Developing Communication Skills Module 06: How to Develop Active Listening Skills Module 07: Comprehending Body Language Module 08: Assertiveness and Self Confidence Module 09: Managing Anger Module 10: Managing Stress Module 11: Negotiation Tactics to Closing a Better Deal Module 12: Ways of Overcoming Sales Objections ------------------- ***Level 5 Report Writing Course*** Module 01: Introduction to Report Writing Module 02: The Basics of Business Report Writing Module 03: The Practical Side of Report Writing (Part-1): Preparation & Planning Module 04: The Practical Side of Report Writing (Part-2): Collecting and Handling Information Module 05: The Practical Side of Report Writing (Part-3): Writing and Revising Report Module 06: The Creative Side of Report Writing (Part -1): A Style Guide to Good Report Writing Module 07: The Creative Side of Report Writing (Part -2): Improving the Presentation of Your Report Module 08: Developing Research Skills Module 09: Developing Creativity & Innovation Module 10: Develop Critical Thinking Skills Module 11: Interpersonal Skill Development Assessment Method After completing each module of the Medical Receptionist Skills, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Once you complete all the modules in this manner, you will be qualified to request your certification. Certification After completing the MCQ/Assignment assessment for this course, you will be entitled to a Certificate of Completion from Training Tale. It will act as proof of your extensive professional development. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? This Medical Receptionist Skills is ideal for Health Care Professionals who work and will be working in healthcare settings such as hospitals, clinics, and healthcare facilities. Requirements There are no specific requirements for this Medical Receptionist Skills because it does not require any advanced knowledge or skills. Career path After completing this Medical Receptionist Skills, you will have developed a set of skills necessary for career advancement and will be able to pursue a variety of job opportunities, including - Medical Receptionist Medical Secretary Healthcare Administrator GP Receptionist Patient Coordinator Certificates Certificate of completion Digital certificate - Included
48-Hour Knowledge Knockdown! Prices Reduced Like Never Before! Discover the truth behind popular crime dramas and the real-world skills that are needed to stop law-breakers in their tracks when you take our popular Criminal Investigator course. Media entertainment often glamorises the work of police officers and detectives, but the fact remains that thousands of hard-working and talented people devote their careers to solving crime and catching perpetrators. This Advanced Diploma in Criminal Investigator at QLS Level 7 course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 180 CPD points) to make your skill development and career progression related to Criminal Investigation substantial and easier than ever! You can find out exactly how professionals perform this role by studying the contents of this tutorial. Written with the aid of industry experts, each module explains the methods and principles of investigating a crime scene and acting on criminal intelligence. You will be shown the total learning curve for expert investigation work, from collecting physical evidence to DNA analysis and understanding criminal psychology. The contents even cover the requirements for operating as a private detective and how to ensure that you adhere to the UK criminal justice system during the proceedings. Upon successful completion of the Criminal Investigation course, you will receive an instant e-certificate as proof of the comprehensive skill development and competency. Add these amazing new skills to your resume and boost your employability by simply enrolling on this Criminal Investigation course. With this comprehensive Criminal Investigation course, you can achieve your dreams and train for your ideal career. The Criminal Investigation course provides students with an in-depth learning experience that they can work through at their own pace to enhance their professional development. You'll get a Free Student ID card by enrolling in this Criminal Investigation course. This ID card entitles you to discounts on bus tickets, movie tickets, and library cards. Enrolling on the Criminal Investigation course will ensure that you land your dream career faster than you thought possible. Stand out from the crowd and train for the job you want with the Criminal Investigation program. Key Topics to Be Covered by Criminal Investigation Fundamental requirements for crime investigation and detection Collecting the evidence and analysing the crime scene Understanding the use of psychology and intelligence gathering Working with the victim and learning about criminal motives Advance forensics and the UK criminal justice system Why Prefer this Criminal Investigation Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme and another certificate accredited by CPDQS after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Standards-aligned lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete the program in your own time, at your own pace Each of our students gets full 24/7 tutor support *** Course Curriculum *** Here is the curriculum breakdown of this course: Module 01: Required Skills to Become a Criminal Investigation Definition of a Crime Investigator Roles and Responsibilities of a Criminal Investigation Necessary Skills of a Criminal Investigation Thinking ProcessDecision MakingThe Investigative MindsetThe Code of Ethics The Pathway to Becoming a Criminal Investigation Career as a Criminal Investigation Module 02: An Introduction to a Private Detective What is a Private Detective? Roles and Responsibilities of a Private Detective Duties of a Private Investigator Skills and Characteristics Required to be a Good Private Detective Need and Scope of Private Detective Dangers faced by Private Detective Career as a Private Detective Module 03: Criminal Intelligence An Introduction to Intelligence The intelligence process National Intelligence Model: the United Kingdom Analysis and analytical Process Module 04: Crime Scene Investigation Introduction Policy Goals and Objectives Evidence Collection Actions of the Initial Responding Officer Processing Methodology Narrative Descriptions Crime Scene Photography Module 05: Collecting and Packaging Physical Evidence Locating Physical Evidence Collecting and Packaging Physical Evidence Handling Evidence Packaging Evidence Biological Materials DNA Evidence Maintaining The Chain of Custody Obtaining Standard/Reference Samples Submitting Evidence To The Laboratory Ensuring Crime Scene Safety Module 06: Fingerprints: Your Signature Getting a Grip on Fingerprints Developing The Science: A Trip Through Fingerprint History Measuring bodies: A precursor to fingerprinting Using Ridge Patterns Grouping by arches, loops, and whorls Developing the Henry System Using Chemistry to Expose Prints Cleaning up the Print: Digital Techniques Module 07: DNA Analysis Overview The Function and Structure Of DNA DNA Identification Collection And Preservation of DNA Evidence Preparing DNA Samples For Fingerprinting Summary Module 08: Criminology and Criminal Psychology Criminology Definition of Crime Types of Crime Classification of Crime Psychology and Criminal Psychology Open Source of Information Module 09: Violent Crimes and Cyber Criminology Violence and Conflicts Crime and Social Media Why Cybercrime Occurs The Dark Web Detecting cyber attackers Threat Analysis and Prediction Module 10: Business Theft and fraud Major Types of Fraud and Corruption Identify Theft Crime in the Corporate Sector Corruption and Fraud in Policing Fraud and Corruption in Times of Disaster Module 11: Domestic Investigation and Types Defining Domestic Abuse Role of Investigators in Domestic Abuses Marital cases Divorce cases Child Abuse Elder Abuse Asset investigation Module 12: Victimology Introduction to Victimology A Constructive View Expectations of the Victim Communication of Victimisation Module 13: Dealing with Crime Overview The Investigative Function Supporting Activities Conducting Investigations Organization and Management Module 14: Tracing and Surveillance Techniques Overview Smart Visual Surveillance Gait Recognition Attribute Analysis Surveillance for Security and Defense Module 15: Effective Interrogation Techniques The Search for Truth Psychophysiological Basis of Forensic Assessment Interview vs Interrogation Question Formulation Nonverbal Behavioral Assessment Module 16: Basic Operations of Firearms Introduction Types of Firearms Ammunition Laser Sights Quality Practice Dry Practice GPS of Personal Defense Module 17: Firearms Examination Characteristics of Firearms Ammunition Firearms Evidence Gunshot Residue (GSR) Analysis Collecting Firearms Evidence Handling of Firearms Cartridge Cases Bullets Test Firing Powder Pattern Examination Module 18: Forensic Psychology Introduction Ethical Principles Forensic Science Module 19: The Criminal Justice System in England and Wales Overview What is Criminal Justice Criminal Justice: Functions and Form Criminal Justice In England and Wales Serious and Organized Crime Agency (SOCA) Aims of the Criminal Justice System Assessment Process We offer an integrated assessment framework to make the process of evaluation and accreditation for learners easier. You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the exams. CPD 180 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course does not require you to have any prior qualifications or experience. So you can enrol and start learning at your convenience. However, this could be a perfect match for, Anyone interested in this area People interested in Criminology and Criminal Science Students who have recently graduated and are looking for work Intern Lawyer planning to start practice in the criminal law court Those who want to get professional expertise in this field Existing professionals looking for a certificate Requirements This course does not require any prior knowledge; everyone may participate! This course is open to anyone interested in learning from anywhere in the world. Every student must be over the age of 16 and have a passion for learning and literacy. This 100% online course can be accessed from any internet-connected device, such as a computer, tablet, or smartphone. This Criminal Investigation course allows you to study at your own speed and grow a quality skillset. Career path The Criminal Investigation course aims to help you get the job-required know-how or even the long-awaited promotion of your dreams. With the support and proper guidance, you will learn the skills and knowledge that will help you secure a job as: Private Investigator Criminology External Fraud Analyst Internal Fraud Analyst Criminal Psychologist Certificates CPD Accredited Certificate Digital certificate - £10 Advanced Diploma in Criminal Investigator at QLS Level 7 Hard copy certificate - £139 After successfully completing the Advanced Diploma in Criminal Investigator at QLS Level 7 course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 139 GBP inside the UK 149 GBP (including postal fees) for international delivery CPD Accredited Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery)
The Risk Management, Equality and Diversity bundle course allows you to learn the essential skills and knowledge you need to build your management skillset and excel in a management position in the workplace. Grab this Diversity, Equality and Risk Management course bundle now for a discounted bundle price and get access to some of our popular courses! The Risk Management, Equality and Diversity bundle course is designed to enhance your management skills, allowing you to progress in your current role or finally make the move into a managerial role. Boost your CV and enhance your employability with the great-value Risk Management, Equality and Diversity bundle course. This Certificate in Equality & Diversity at QLS Level 3 course is endorsed by The Quality Licence Scheme and accredited by CPD (with 120 CPD points) to make your skill development and career progression related to Equality & Diversitysubstantial and easier than ever! The Risk Management, Equality and Diversity Bundle Course Will Help You: Gain important knowledge of diversity and equality in the workplace Learn about stereotypes and biases and how to combat them Discover how to remove barriers to encourage diversity Learn the risk assessment techniques you need to ensure a safe workplace Discover what precautions you need to put in place Enhance your general workplace safety The Risk Management, Equality and Diversity Course Contains Two of Our Popular Courses for One Discount Price: Course 01: Certificate in Equality & Diversity at QLS Level 3 Course 02: Risk Assessment and Management in Care Diploma The course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of the course, an instant e-certificate will be exhibited in your profile that you can order as proof of your new skills and knowledge. Add these amazing new skills to your resume and boost your employability by simply enrolling in this course. With this comprehensive course, you can achieve your dreams and train for your ideal career. The course provides students with an in-depth learning experience that they can work through at their own pace to enhance their professional development. You'll get a Free Student ID card by enrolling in this course. This ID card entitles you to discounts on bus tickets, movie tickets, and library cards. This training can help you to accomplish your ambitions and prepare you for a meaningful career. So, join the course today - gear up with the essential skills to set yourself up for excellence! Experts created the Diversity, Equality & Risk Management in Workplace course to provide a rich and in-depth training experience for all students who enrol in it. Enrol in the course right now and you'll have immediate access to all of the course materials. Then, from any internet-enabled device, access the course materials and learn when it's convenient for you. Start your learning journey straight away with this course and take a step toward a brighter future! Why Prefer this Diversity, Equality & Risk Management in Workplace Course? Opportunity to earn a Certificate in Equality & Diversity at QLS Level 3 endorsed by the Quality Licence Scheme & another certificate accredited by CPD after completing the course Student ID card with amazing discounts - completely for FREE with this [course_title] course! (£10 postal charges will be applicable for international delivery) Standards-aligned Lesson planning Innovative & engaging [course_title] content & activities Assessments that measure higher-level thinking & skills Complete the programme in your own time, at your own pace Each of our students gets full 24/7 tutor support *** Course Curriculum *** Here is the curriculum breakdown of the course: Diversity, Equality & Risk Management in the Workplace Level 3 Module 01: Introduction to Equality, Diversity and Discrimination Related Terms and Concepts The Construction and Chronology of Diversity, Equality and Inclusion Practices to Support Equality and Minimise Discrimination Module 02: Equality and Diversity Legislation Equality Act Timeline Aims of the Equality Act Protected Characteristics The Concept of Discrimination Laws Module 03: Integrating Equality and Diversity into Policy Creating and Reviewing an Equality and Diversity Policy Conducting an Equality and Diversity Audit Developing an Action Plan Taking Steps to Create a More Diverse Workforce Planning for a Diverse Workforce Module 04: Human Rights Human Rights and Its Application to Ensure Equality Awareness and Concern about Rights and Responsibilities Connections between Equality, Diversity and Human Rights Module 05: Promoting Diversity and Social Inclusion Implementing Diversity Promoting Diversity Understanding Social Inclusion The Cornerstones of Social Inclusion Ensuring Liability Module 06: Equality Analysis Basics of Equality Analysis Benefits of EAs Pre-Analysis Stages in Conducting an EA Adjustment According to Analysis Identifying Adverse Impact Some Dos and Don'ts for the Equality Analysis Process Conducting Equality Analyses Module 07: Links between Values, Attitudes and Beliefs Basic Equality and Morality Diversity and Morality Types of Liberty Equal Values Module 08: Basics of Discrimination Analysing Discrimination and Its Roots Theories of Discrimination Classification of Discrimination Consequences of Discrimination Module 09: Stereotypes, Prejudice, Discrimination and Bias Primary Concepts Social Psychology Social Dominance Orientation Bias vs Stereotype Fear of Difference Module 10: Institutional Discrimination Scopes of Institutional Discrimination Implications for Personal and Organisational Growth Diversity Management and Anti-discrimination The Shift in Organisational Responsibility Module 11: Unconscious Bias Understanding Unconscious Bias Impacts of Unconscious Bias The State of Unconscious Bias Research Strategies to Assess Unconscious Bias Strategies to Address Unconscious Bias Ways to Avoid Unconscious Bias Module 12: Affirmative Action Affirmative Action Policy History of Affirmative Action Policy Advantages of Affirmative Action Disadvantages of Affirmative Action Affirmative Action Strategies The Case Against Discrimination in the Past The Argument for Forward-Looking (Present) Discrimination Affirmative Action and Fairness Module 13: Monitoring Equality and Diversity Importance of Monitoring Equality and Diversity Preparing for Monitoring Ways to Collect Information Monitoring and Employment Risk Assessment and Management in Care Diploma Module 1: Identifying Hazards and Risks Module 2: Seeking Out Problems Before They Happen (I) Module 3: Seeking Out Problems Before They Happen (II) Module 4: Everyone's Responsibility Module 5: Tracking and Updating Control Measures Module 6: Risk Management Techniques Module 7: General Office Safety and Reporting Module 8: Business Impact Analysis Module 9: Disaster Recovery Plan Assessment Process We offer an integrated assessment framework to make the process of evaluating learners easier. You have to complete the assignment questions given at the end of the Certificate in Equality & Diversity at QLS Level 3 course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. After passing the Certificate in Equality & Diversity at QLS Level 3 course exam, you will be able to request a certificate with additional cost that has been endorsed by the Quality Licence Scheme. Show off Your New Skills with a Certificate of Completion Endorsed Certificate of Achievement from the Quality Licence Scheme After successfully completing the Certificate in Equality & Diversity at QLS Level 3 course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 89 GBP inside the UK 99 GBP (including postal fees) for International Delivery Certificate Accredited by CPD Upon finishing the course, you need to order to receive a Certificate Accredited by CPD that is accepted all over the UK and also internationally. The pricing schemes are: 10 GBP for Digital Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (International Delivery) CPD 120 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Are you the right candidate for this course? Anyone interested in learning more about the topic is advised to take this course. This course will help you understand the topic thoroughly and enable you to understand the basic concepts. Enrollment in this course is open to everybody. You can access the course materials from anywhere in the world; there are no restrictions. You should enrol in this course if you: Wish to gain a better understanding of Diversity, Equality & Risk Management in the Workplace. Already working in this field and want to learn more about Diversity, Equality & Risk Management in Workplace. Is a student pursuing a relevant field of study? Looking for a job in the Workplace industry. Requirements The program does not require any prior knowledge; everyone may participate! This course is open to anyone interested in learning from anywhere in the world. Every student must be over the age of 16 and have a passion for learning and literacy. This 100% online course can be accessed from any internet-connected device, such as a computer, tablet, or smartphone. This course allows you to study at your speed and grow a quality skillset. Career path After completing this course, you are to start your career or begin the next phase of your career in this field. Our entire course will help you to gain a position of respect and dignity over your competitors. The certificate enhances your CV and helps you find work in the field concerned.
You will be learning from the basics of a Composable function to how to handle state in Compose and how to build full-fledged Android apps that leverage the full power of Jetpack Compose and Kotlin. This course is tailored for beginners and advanced developers.
Overview Mastering data science skills and expertise can open new doors of opportunities for you in a wide range of fields. Learn the fundamentals and develop a solid grasp of Python data science with the comprehensive Data Science with Python course. This course is designed to assist you in securing a valuable skill set and boosting your career. This course will provide you with quality training on the fundamentals of data analysis with Python. From the step-by-step learning process, you will learn the techniques of setting up the system. Then the course will teach you Python data structure and functions. You will receive detailed lessons on NumPy, Matplotlib, and Pandas. Furthermore, you will develop the skills for Algorithm Evaluation Techniques, visualising datasets and much more. After completing the course you will receive a certificate of achievement. This certificate will help you create an impressive resume. So join today! How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? This course Data Science with Python course is ideal for beginners in data science. It will help them develop a solid grasp of Python and help them pursue their dream career in the field of data science. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush. Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst And much more! Course Curriculum 90 sections • 90 lectures • 10:19:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:04:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:06:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00