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24 Hours Left! Don't Let the Winter Deals Slip Away - Enrol Now! The clinical sector has expanded so vastly that each of the individual sectors is a powerhouse of job opportunities. Catheterisation is one such prospective sector! Enrol now in our Clinical Training - Catheterisation course and be one of the stand out candidates. This Clinical Training - Catheterisation online course is designed for healthcare workers who wish to learn and improve their skills in catheterisation techniques. The course is delivered through a combination of interactive online learning materials and assessments, which allows students to progress at their own pace. This Clinical Training - Catheterisation course will cover the fundamentals of catheterisation including the types of catheter, indications, and contraindications, as well as the different techniques and procedures such as male, female and children catheterisation, and includes both theoretical and practical elements. The course also includes the evaluation of risks and the management of complications. Upon completion of the Clinical Training - Catheterisation course, students will receive a certificate of completion, which demonstrates their knowledge and understanding of catheterisation techniques. The knowledge from this course is essential for healthcare professionals working in clinical settings and will help them to provide safe and effective care to their patients. After this Clinical Training - Catheterisation course, you will be able to learn: Different types of catheters and indications for their use The procedures for catheterisation including male, female and paediatric catheterisation Potential risks and complications associated with catheterisation and how to manage them The importance of infection prevention and control when performing catheterisation Develop practical skills in catheterisation techniques through interactive and hands-on training. Start your learning journey straight away with this course and take a step toward a brighter future! Skills You Will Gain General clinical skills Health & safety in a clinical setting Risk management knowledge of the functions of the urinary system Why Prefer Us? Opportunity to earn a certificate accredited by CPDQS after completing this course Get a free student ID card! (£10 postal charge will be applicable for international delivery). Innovative and engaging content. Free assessments. 24/7 tutor support. *** Course Curriculum *** Here is the curriculum breakdown of Clinical Training - Catheterisation course: Module 1: Introduction Why Urinary Catheters are Used Types of Urinary Catheter Other Risks Definitions Module 2: The Urinary System The Female Urinary System The Male Urinary System How do the Kidneys and Urinary Systems Work? Facts About Urine Module 3: Patients' Guide Hygiene Questions Leg Bags Questions about Leg Bags Questions about Night Bags Questions about Catheter Valves Module 4: Guidance forNursing and Care Staff Assessing the Need Who Can Catheterise? Indications/Need Consent Catheter Selection Catheter Insertion Documentation Drainage Bags Catheter Care Bag Emptying Catheter Maintenance Solutions Suprapubic Catheters Catheter Troubleshooting Module 5: Protocol for Female Equipment Required Before Starting the Procedure Module 6: Protocol for Male Equipment Required Before Starting the Procedure Module 7: Protocol for Handling Catheter & Catheter Bags Protocol for Removing a Catheter Protocol for Emptying a Catheter Bag Protocol for Collection of a Catheter Specimen of Urine (CSU) Protocol for the Care and Management of Indwelling Catheter Assessment Process Once you have completed the modules in the Clinical Training - Catheterisation course, your skills and knowledge will be tested with an automated multiple-choice assessment, after which you will receive instant results. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Clinical Training - Catheterisation course is well suited for: Nurses and nursing assistants Urologists and other physicians Critical care staff Emergency department staff Other healthcare professionals such as paramedics, physician assistants, and health care technician who want to learn or improve their catheterisation skills Disclaimer: Kindly be informed that completing this online course does not grant you the authority to practice as a Licensed Practitioner. If you are searching for a course that fulfills the HCPC's standards, please contact the HCPC or the RCSLT. Career path This Clinical Training - Catheterisation course is going to help the learners to pursue the following jobs: Registered Nurse: £25,000-£40,000 per year. Urologist: £50,000-£90,000 per year. Critical care nurse: £25,000-£40,000 per year. Emergency department nurse: £25,000-£40,000 per year. Physician Assistant: £40,000-£60,000 per year. Certificates CPDQS Accredited Certificate Digital certificate - £10 CPDQS Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.

Description: CWSP is a professional level certification for network engineers who seek to establish their expertise in enterprise Wi-Fi security. Contrary to popular belief, enterprise Wi-Fi can be secure, if the IT pros installing and configuring it understand how to secure the wireless network. This Certified Wireless Security Professional (CWSP) - Complete Video Course covers the functions and features of Certified Wireless Security Professional. In this course, you will learn the basics of WLAN security, Legacy security, encryption ciphers and methods, 802.11 authentication methods. You will learn about dynamic encryption key generation, SOHO 802.11 security, fast secure roaming, wireless security risks, and wireless LAN security auditing. You will also learn how to implement wireless security monitoring, VPNs, remote access and guest access services, the WLAN security infrastructure, and WLAN security infrastructure. You are welcome to join this course to learn more and improve your skills and knowledge. Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Certified Wireless Security Professional (CWSP) - Complete Video Course is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Certified Wireless Security Professional (CWSP) - Complete Video Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. WLAN Security Overview WLAN Security Overview and Data Privacy 00:58:00 Networking Basics 00:04:00 Web GUI Introduction 00:05:00 Security Options 00:03:00 Legacy Security Legacy Security 00:32:00 VPNs 00:21:00 Security Association 00:09:00 MAC Spoofing 00:07:00 Encryption Ciphers and Methods Encryption Ciphers and Methods 00:19:00 TKIP 00:26:00 CCMP 00:20:00 Encryption Examples 00:06:00 802.11 Authentication Methods 802.11 Authentication Methods 00:26:00 802.1X 00:20:00 EAP 00:25:00 Certified Authority Server Credentials 00:06:00 Dynamic Encryption Key Generation Dynamic Encryption Key Generation 00:21:00 Authentication and Key Management 00:13:00 RSNA Key Hierarchy 00:12:00 EAP 00:05:00 Information Elements 00:06:00 SOHO 802.11 Security SOHO 802.11 Security 00:26:00 Wi-Fi Protected Setup (WPS) 00:20:00 Cracking Hashes 00:09:00 Fast Secure Roaming Fast Secure Roaming 00:24:00 PMKSA 00:29:00 FT Key Hierarchy (e-notes) 00:30:00 802.11K-2008 00:28:00 Wireless Security Risks Wireless Security Risks 00:22:00 Authentication Attacks 00:20:00 Rogue Devices 00:04:00 Public Hotspots 00:06:00 Wireless LAN Security Auditing Wireless LAN Security Auditing 00:28:00 Wireless Security Monitoring Wireless Security Monitoring 00:21:00 Device Tracking 00:17:00 VPNs, Remote Access and Guest Access Services VPNs, Remote Access and Guest Access Services 00:23:00 Remote Access 00:14:00 WLAN Security Infrastructure WLAN Security Infrastructure 00:37:00 Management Protocols 00:23:00 Other RADIUS Solutions 00:15:00 Wireless Security Policies Wireless Security Policies 00:17:00 Other Policies 00:14:00 Mock Exam Mock Exam- Certified Wireless Security Professional (CWSP) - Complete Video Course 00:20:00 Final Exam Final Exam- Certified Wireless Security Professional (CWSP) - Complete Video Course 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Get ready for an exceptional online learning experience with the C ++, Javascript, HTML, SQL, PHP & Web Development bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. The C ++, Javascript, HTML, SQL, PHP & Web Development is a dynamic package, that blends the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the C ++, Javascript, HTML, SQL, PHP & Web Development package has something for everyone. As part of the C ++, Javascript, HTML, SQL, PHP & Web Development package, you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. Equip yourself with the C ++, Javascript, HTML, SQL, PHP & Web Development bundle to confidently navigate your career path or personal development journey. Enrol today and start your career growth! This Bundle Comprises the Following CPD Accredited Courses: C++ Programming for Absolute Beginners Computer Vision By Using C++ and OpenCV with GPU support Basic C# Coding Refactor Javascript Basic Asynchronous JavaScript Javascript for Data Structures Basic HTML 5 HTML Web Development Crash Course Microsoft SQL Server Development for Everyone Learn to Build a Complete CMS Blog in PHP MySQL Bootstrap & PDO PHP and MySQL Training 2022: Build 5 Real-World Projects PHP for Beginners 2023 Guide: Develop an ECommerce Store PHP and MySQL Training Masterclass 2023 Easy to Advanced Data Structures jQuery: JavaScript and AJAX Coding Bible Career Development Plan Fundamentals CV Writing and Job Searching Learn to Level Up Your Leadership Networking Skills for Personal Success Ace Your Presentations: Public Speaking Masterclass Learning Outcome: Gain comprehensive insights into multiple fields. Foster critical thinking and problem-solving skills across various disciplines. Understand industry trends and best practices through the C ++, Javascript, HTML, SQL, PHP & Web Development Bundle. Develop practical skills applicable to real-world situations. Enhance personal and professional growth with C ++, Javascript, HTML, SQL, PHP & Web Development Bundle. Build a strong knowledge base in your chosen course via C ++, Javascript, HTML, SQL, PHP & Web Development Bundle. Benefit from the flexibility and convenience of online learning. With the C ++, Javascript, HTML, SQL, PHP & Web Development packages, validate your learning with a CPD certificate. Each course in this bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development. Embrace the future of learning with C ++, Javascript, HTML, SQL, PHP & Web Development, a rich anthology of 15 diverse courses. Each course in the C ++, Javascript, HTML, SQL, PHP & Web Development bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. ThisC ++, Javascript, HTML, SQL, PHP & Web Development bundle will take you on a unique and enriching educational journey. The bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, the C ++, Javascript, HTML, SQL, PHP & Web Development bundle offers you the flexibility and convenience to learn at your own pace. Make the C ++, Javascript, HTML, SQL, PHP & Web Development package your trusted companion in your lifelong learning journey. CPD 200 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The C ++, Javascript, HTML, SQL, PHP & Web Development bundle is perfect for: Lifelong learners looking to expand their knowledge and skills. Professionals seeking to enhance their career with CPD certification. Individuals wanting to explore new fields and disciplines. Anyone who values flexible, self-paced learning from the comfort of home. Career path Unleash your potential with the C ++, Javascript, HTML, SQL, PHP & Web Development bundle. Acquire versatile skills across multiple fields, foster problem-solving abilities, and stay ahead of industry trends. Ideal for those seeking career advancement, a new professional path, or personal growth. Embrace the journey with the C ++, Javascript, HTML, SQL, PHP & Web Developmentbundle package. Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

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Stock Broker Course Curriculum Course 01: Stock Market Investing for Beginners Introduction to the Course Introduction to the Course Introduction to Stocks Introduction to Stocks Money Required for Primary Investment Money Required for Primary Investment Opening an Investment Account Opening an Investment Account Brokerage Account Walkthrough Brokerage Account Walkthrough Finding Winning Stocks Finding Winning Stocks Earning from Dividends Earning from Dividends Diversifying Portfolio Diversifying Portfolio Investment Plan Investment Plan Rebalancing Portfolio Rebalancing Portfolio Understanding Order Types Understanding Order Types Investment Tax Investment Tax Investment Rules: Rule-1 Investment Rules: Rule-1 Investment Rules: Rule-2 Investment Rules: Rule-2 Investment Rules: Rule-3 Investment Rules: Rule-3 Investment Rules: Rule-4 Investment Rules: Rule-4 Investment Rules: Rule-5 Investment Rules: Rule-5 Stock Market Dictionary Stock Market Dictionary Setting Up the Trading Platform Setting Up the Trading Platform Course 02: Penny Stocks Day Trading Introduction Introduction Penny Stocks Penny Stocks Opening a Trading Account Opening a Trading Account Setting Up Trading Platform Setting Up Trading Platform Buying vs. Short Selling Buying vs. Short Selling Short Sale Restrictions: SSR Short Sale Restrictions: SSR Technical Analysis Technical Analysis Fundamental Analysis Fundamental Analysis Scanning for Stocks to Trade Scanning for Stocks to Trade Trading Psychology Trading Psychology Understanding the Order Types Understanding the Order Types Trading Breakouts Trading Breakouts Stock Market Dictionary Stock Market Dictionary Risk Free Trading Strategy Risk Free Trading Strategy Course 03: Stock Market Chart Patterns for Day Trading Course Name: Stock Market Chart Patterns for Day Trading Introduction Support and Resistance Trendlines Head and Shoulders: H&S Pattern Inverse Head and Shoulders Pattern: IH&S Bull Flag Bear Flag ABCD Pattern Live Examples and Market Analysis Pattern Practice Trading Platform Setup Risk Free Trading Practice Course 04: Day Trade Stocks with Price Action and Tape Reading Strategy Introduction Unit 01: Basics of Tape Reading 1.1 Tape Reading 1.2 Level 1 vs Level 2 1.3 Supply and Demand 1.4 Time and sales 1.5 Importance of Tape Reading Unit 02: Tape Reading Strategies 2.1 Hidden Buyers 2.2 Hidden Sellers 2.3 Fakeouts and Manipulation Tactics 2.4 Identifying Reversals with Tape Reading Unit 03: Trading Platform Setup 3.1 Setting Up Trading Platform 3.2 Risk Free Practice Trading Course 05: Stock Trading Analysis with Volume Trading Introduction Introduction Unit 01: Volume Analysis 1.1 Volume 1.2 Adding Volume Indicators to Chart Unit 02: Volume Studies and Indicators 2.1 Volume Weighted Average Price: VWAP 2.2 Using On Balance Volume: OBV 2.3 Volume Profile Unit 03: Volume Trading Strategies and Techniques 3.1 Supply & Demand 3.2 Stock Breakouts and Volume 3.3 Volume Exhaustion Unit 04: Examples and Analysis 4.1 Examples and Analysis Unit 05: Trading Platform 5.1 Setting Up Trading Platform 5.2 Practice Safe Trading Course 06: Swing Trading Beginners Guide: Part Time Stock Trading Swing Trading Beginners Guide: Part Time Stock Trading Introduction Day Trading Vs. Swing Trading How Swing Trading Part-Time Works Trading the Trend of a Stock Finding the Best Stocks to Swing Trade Analyzing Stocks Entering to Stock Positions Exiting Stock Positions Live Examples & Analysis Setting Up the Trading Platform CPD 60 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Stock Broker bundle. Requirements To enrol in this Stock Broker, all you need is a basic understanding of the English Language and an internet connection. Career path After completing this course, you can explore trendy and in-demand jobs related to Stock Broker. Certificates 6 CPD Accredited PDF Certificate Digital certificate - Included 6 CPD Accredited PDF Certificates for Free Each CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate for £10.79 each. Delivery Charge: Inside the UK: Free Outside of the UK: £9.99

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Overview of Clinical Coding Join our Clinical Coding course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Clinical Coding course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Clinical Coding course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! Get a Quick Look at The Course Content: This Clinical Coding Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Clinical Coding. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Clinical Coding course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Clinical Coding is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Clinical Coding course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Clinical Coding Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Module 01: Introduction to Clinical Coding Introduction to Clinical Coding 00:44:00 Module 02: Introduction to Clinical Records Its Confidentiality Introduction to Clinical Records and Its Confidentiality 00:51:00 Module 03: Clinical Terminology and Jargons Clinical Terminology and Jargons 00:44:00 Module 04: Introduction to ICD-10 Coding Introduction to ICD-10 Coding 00:34:00 Module 05: General Coding Standards of ICD-10 General Coding Standards of ICD-10 00:44:00 Module 06: ICD-10 5th Edition Codes (Chapter 1 to 4) ICD-10 5th Edition Codes (Chapter 1 to 4) 00:46:00 Module 07: ICD-10 5th Edition Codes (Chapter 5 to 10) ICD-10 5th Edition Codes (Chapter 5 to 10) 01:02:00 Module 08: ICD-10 5th Edition Codes (Chapter 11 to 15) ICD-10 5th Edition Codes (Chapter 11 to 15) 01:00:00 Module 09: ICD-10 5th Edition Codes (Chapter 16 to 22) ICD-10 5th Edition Codes (Chapter 16 to 22) 01:04:00 Module 10: Introduction to OPCS-4 Introduction to OPCS-4 00:48:00 Module 11: Introduction to SNOMED CT Introduction to SNOMED CT 00:41:00 Module 12: Other types of Clinical Coding Other types of Clinical Coding 00:34:00 Module 13: Legal and Ethical Aspects of Working in a Clinical Environment Legal and Ethical Aspects of Working in a Clinical Environment 00:35:00 Assignment Assignment - Clinical Coding 00:00:00

Description: Microsoft InfoPath 2007 is created to be used for designing, distributing, filling and submitting electronic forms containing structured data. In this course, you will learn how to operate the slide show while you deliver your presentation and how to use all the tools you need to create, manage, and fill out for Microsoft InfoPath 2007. Understand how the different control for the program control types can be used for. In this course you will learn the necessary skills, knowledge and information about the Microsoft InfoPath 2007.  Who is the course for? Professionals who want to learn about the basic features of Microsoft InfoPath 2007. People who have an interest in knowing the essentials in Microsoft InfoPath 2007. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: The Microsoft InfoPath 2007 Essentials course is a useful qualification to possess and would be beneficial for any type of professions or careers such as: Administrative Assistant Executive Assistant Office Administrator Office Manager Personal Assistant Secretary Senior Manager. Microsoft InfoPath 2007 Essentials Module One - Getting Started 00:30:00 Module Two - Opening and Closing InfoPath 01:00:00 Module Three - Filling Out a Form 01:00:00 Module Four - Designing a Form Framework 01:00:00 Module Five - Adding Labels 01:00:00 Module Six - Adding Controls 01:00:00 Module Seven - Formatting Controls 01:00:00 Module Eight - Working with Data Sources 01:00:00 Module Nine - Creating a View 01:00:00 Module Ten - Finishing the Form 01:00:00 Module Eleven - Distributing Your Form 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities Activities - Microsoft InfoPath 2007 Essentials 00:00:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Overview of Data Science & Machine Learning with Python Join our Data Science & Machine Learning with Python course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Data Science & Machine Learning with Python course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Data Science & Machine Learning with Python course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Data Science & Machine Learning with Python Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Data Science & Machine Learning with Python. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Data Science & Machine Learning with Python course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Data Science & Machine Learning with Python is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Data Science & Machine Learning with Python course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Data Science & Machine Learning with Python Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:04:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using NumPy 00:04:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:06:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Data Science & Machine Learning with Python 00:00:00