Duration 5 Days 30 CPD hours This course is intended for The Messaging Administrator deploys, configures, manages, and troubleshoots recipients, permissions, mail protection, mail flow, and public folders in both on-premises and cloud enterprise environments. Responsibilities include managing message hygiene, messaging infrastructure, and hybrid configuration and migration. To implement a secure hybrid topology that meets the business needs of a modern organization, the Messaging Administrator must collaborate with the Security Administrator and Microsoft 365 Enterprise Administrator. The Messaging Administrator should have a working knowledge of authentication types, licensing, and integration with Microsoft 365 applications. Overview After completing this course, students will be able to: Configure and manage the transport pipeline Manage and troubleshoot mail flow and transport issues Manage message hygiene and compliance Manage authentication for messaging Configure organizational settings and sharing Manage mobile devices Manage role-based permissions Create and manage recipient objects and resources Plan, implement, and troubleshoot public folders Plan a hybrid environment Perform mailbox migrations Deploy and troubleshoot a hybrid environment This course examines the key elements of Microsoft 365 messaging administration, including message transport and mail flow, messaging security, hygiene, and compliance, messaging infrastructure, and hybrid messaging. This course is designed for IT Professionals who deploy and manage the messaging infrastructure for Microsoft 365 in their organization. Managing the Transport Pipeline Overview of Transport Services Configuring Message Transport Managing Transport Rules Managing and Troubleshooting Mail Flow Managing Mail Flow Troubleshooting Mail Flow Troubleshooting Transport Issues Troubleshooting with Logs Managing Message Hygiene Planning for Message Hygiene Managing Anti-Malware and Anti-Spam Policies Managing Advanced Threat Protection Managing Compliance Messaging Compliance in the SCC Messaging Compliance in Exchange Managing Exchange Online Archiving and Auditing Managing Content Search Managing Organizational Settings Managing Authentication for Messaging Configuring Organizational Settings Configuring Organizational Sharing Managing Mobile Devices Mobile Device Mailbox Policies Managing Mobile Device Access Managing Role-Based Permissions Managing Admin Roles Managing User Roles Exchange Setup - RBAC and AD Split Permission Managing Recipient Objects and Resources Exchange Recipients Creating and Managing Exchange Recipients Managing Email Addresses, Lists, and Resources Managing Public Folders Planning the Public Folder Hierarchy Implementing and Managing Public Folders Troubleshooting Public Folders Planning a Hybrid Environment Exchange Hybrid Deployment Requirements Planning to Run the Hybrid Configuration Wizard Performing Mailbox Migrations Planning Mailbox Migrations Performing IMAP Migrations Performing Cutover and Staged Migrations Performing Advanced Migrations Deploying and Troubleshooting a Hybrid Environment Deploying and Managing an Edge Transport Server Configuring a Hybrid Deployment using the HCW Implementing Advanced Hybrid Functionality Troubleshooting Hybrid Deployments
Duration 1 Days 6 CPD hours This course is intended for This course is intended for the following participants: Application developers, Cloud Solutions Architects, DevOps Engineers, IT managers. Individuals using Google Cloud Platform to create new solutions or to integrate existing systems, application environments, and infrastructure with the Google Cloud Platform. Overview At the end of the course, students will be able to: Understand container basics. Containerize an existing application. Understand Kubernetes concepts and principles. Deploy applications to Kubernetes using the CLI. Set up a continuous delivery pipeline using Jenkins Learn to containerize workloads in Docker containers, deploy them to Kubernetes clusters provided by Google Kubernetes Engine, and scale those workloads to handle increased traffic. Students will also learn how to continuously deploy new code in a Kubernetes cluster to provide application updates. Introduction to Containers and Docker Acquaint yourself with containers, Docker, and the Google Container Registry. Create a container. Package a container using Docker. Store a container image in Google Container Registry. Launch a Docker container. Kubernetes Basics Deploy an application with microservices in a Kubernetes cluster. Provision a complete Kubernetes cluster using Kubernetes Engine. Deploy and manage Docker containers using kubectl. Break an application into microservices using Kubernetes? Deployments and Services. Deploying to Kubernetes Create and manage Kubernetes deployments. Create a Kubernetes deployment. Trigger, pause, resume, and rollback updates. Understand and build canary deployments. Continuous Deployment with Jenkins Build a continuous delivery pipeline. Provision Jenkins in your Kubernetes cluster. Create a Jenkins pipeline. Implement a canary deployment using Jenkins. Additional course details: Nexus Humans Getting Started with Google Kubernetes Engine training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Getting Started with Google Kubernetes Engine course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
In today’s fast-paced digital age, understanding IT basics isn’t just for techies — it’s for everyone. The IT Training for Dummies course offers a clear, no-nonsense introduction to essential information technology concepts, designed to build your confidence and knowledge step-by-step. Whether you’re completely new to the world of computers or simply looking to refresh your understanding, this course provides straightforward explanations without the jargon. From navigating operating systems to grasping the fundamentals of networks, software, and security, you’ll gain a solid foundation that will make technology less intimidating and more accessible. Crafted with simplicity and clarity in mind, this course ensures that learning IT is an engaging experience rather than a daunting one. The content is structured to keep you focused, curious, and entertained — yes, IT can have a sense of humour! Whether you want to improve your work efficiency, keep up with digital trends, or just better understand your devices, this course will equip you with essential knowledge that is easy to absorb and immediately useful. No complicated tech-speak, just the basics presented in a friendly, professional style. Meet the Endorsement The Quality Licence Scheme has been designed specifically to recognise high-quality courses. This IT for Dummies course materials are recognised by Quality Licence Scheme (QLS). This ensures the deep research and quality resource allocation behind the development phase of the course. In addition, the QLS certificate enriches your CV and recognises your quality study on the relevant subject. Expert Support Dedicated tutor support and 24/7 customer support are available to all students with this premium quality course. Key Benefits Learning materials of the Design course contain engaging voiceover and visual elements for your comfort. Get 24/7 access to all content for a full year. Each of our students gets full tutor support on weekdays (Monday to Friday) Learning Outcomes: Introduction to computer hardware components (such as CPU, memory, hard drive, etc.) and their functions. Understanding of different types of software and their purposes (such as operating systems, productivity software, etc.). Basic understanding of computer networks and the Internet. Knowledge of popular computer applications and their uses (such as email, web browsers, social media, etc.). Understanding of data management and storage concepts (such as file systems, data backup and recovery, etc.). Basic knowledge of cybersecurity and privacy concerns and how to protect oneself online. Knowledge of computer and device troubleshooting techniques. Understanding of the use of technology in everyday life and its impact on society. Course Curriculum: Here is a curriculum breakdown of the IT for Dummies course: Section 1: Introduction Unit 1: Introduction Unit 2: Course Outline Section 2: Information Technology Unit 1: Facts about Information Technology (IT) Unit 2: What is Information Technology & How IT Works Section 3: Components of IT Unit 1: IT Components Section 4: Hardware Unit 1: What is Hardware Unit 2: Examples of Computer Unit 3: Computer Hardware Manufacturers Unit 4: Hardware Jobs Section 5: Operating System Unit 1: What is Operating System Unit 2: Examples of Operating System Unit 3: Operating System Jobs Unit 4: OS Tools Related Jobs Section 6: Application/Software Unit 1: What is Application/Software Unit 2: Software Building Tools and Languages Unit 3: Software/Application Building Jobs Unit 4: Software/Application User Jobs Section 7: Networking Unit 1: What is Computer Networking Unit 2: Computer Network Companies Unit 3: Network Jobs Section 8: Security Unit 1: What is Computer Security Unit 2: Security Companies Unit 3: Security Jobs Section 9: Traffic Flow & Enterprise Level IT Components Unit 1: How Information Flow within IT Unit 2: Enterprise Level IT Components Section 10: Storage Unit 1: What is Storage Unit 2: Storage Companies and Technologies Unit 3: Jobs in Storage Section 11: Database Unit 1: What is Database Unit 2: Database Type and Technologies Unit 3: Database Jobs Section 12: Virtualisation & Cloud Unit 1: What is Virtualisation Unit 2: What is Cloud Technology Unit 3: Virtualisation and Cloud Companies Unit 4: Virtualisation and Cloud Jobs Section 13: Management & Other IT Jobs Unit 1: IT Management Jobs Unit 2: Other IT Jobs Course Assessment To simplify the procedure of evaluation and accreditation for learners, we provide an automated assessment system. Upon completion of an online module, you will immediately be given access to a specifically crafted MCQ test. The results will be evaluated instantly, and the score will be displayed for your perusal. For each test, the pass mark will be set to 60%. When all tests have been successfully passed, you will be able to order a certificate endorsed by the Quality Licence Scheme. CPD 120 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Complete beginners with little to no prior knowledge of IT Non-IT professionals looking to expand their knowledge People who want to start a career in the IT field Small business owners or entrepreneurs who want to better understand technology for their business Individuals who want to enhance their digital skills Anyone who wants to learn basic computer and technology concepts in a simple and straightforward way. Requirements This IT for Dummies course is open to all, with no formal entry requirements. Career path Entry-level IT support technician Junior IT Analyst IT specialist IT project manager IT director Certificates Certificate of completion Digital certificate - £9 Certificate of completion Hard copy certificate - £79 QLS Endorsed Certificate Hardcopy of this certificate of achievement endorsed by the Quality Licence Scheme can be ordered and received straight to your home by post, by paying - Within the UK: £79 International: £79 + £10 (postal charge) = £89 CPD Accredited Certification Hardcopy Certificate (within the UK): £15 Hardcopy Certificate (international): £15 + £10 (postal charge) = £25
Do you want to hire top candidates quickly? Do you want to free up your schedule from recruiting so you can focus on other aspects of your job? Do you want to turn your hiring efforts into a scalable, repeatable recruitment system? Learn how we reduced our time-to-hire while improving hiring quality in our simple online Level 3 Recruitment Training for HR Course. Recruitment HR Consultants collaborate closely with businesses and potential employees to find the best candidate for a job opening. This includes understanding the recruitment needs of each company with which you work and having an eye for selecting the best candidates from among all those looking for work. Learning Outcome Discover the importance of hiring the right employees during the Recruitment process Learn how to deal with the frustration of not being able to find the right candidate for a job. Get an overview of the UK recruitment industry, including UK recruitment legislation. Develop your sales skills and learn why they are so important as a Recruitment Consultant Take an in-depth look at every stage of the recruitment process Learn how to attract the best candidate for any position you're looking to fill. Understand the importance of candidate management Discover the candidate interview process and the follow-up questions you should ask your clients and candidates. Key Features CPD Accredited Instant FREE PDF certificate and a hard copy included Fully online, interactive Recruitment for HR course with audio voiceover Developed by qualified HR professionals Self-paced learning and laptop, tablet, and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Additional Gifts HR Management Course This Recruitment Training for HR course is for you if you want to make great hires. The Recruitment Training for HR is designed to expand your skill set and develop your expertise so that you can always present the best candidates for the job. Learn how to develop close relationships with employers and employees in order to make long-lasting connections and ensure professional success. The Recruitment Training for HR course also teaches you about each stage of the process so that you can offer expert advice to potential hires and prepare them for success. So enrol in the course right away to pursue your dream of becoming a Recruitment Consultant. Course Curriculum The detailed curriculum outline of our Recruitment Training for HR is as follows: Module 01: Introduction to the Recruitment Process Model Module 02: Recruitment Method Module 03: HR Human Resource Management Module 04: Key Skills and Issues in Recruitment Module 05: Virtual Interviewing Module 06: Employee On-Boarding Accreditation This Recruitment Training for HR course is fully CPD accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certification Once you've successfully completed your Recruitment Training for HR course, you will immediately be sent a digital certificate. Also, you can have your printed certificate delivered by post (shipping cost £3.99). Our certifications have no expiry dates, although we do recommend that you renew them every 12 months. Assessment At the end of the Recruitment Training for HR course, there will be an online assessment, which you will need to pass to complete the course. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Recruitment Training for HR course is ideal for: Recruiters and human resource professionals looking to make great hires Entrepreneurs or business owners who are in charge of their own hiring process Team leaders who need to recruit or filter through internal candidate applications Anyone who is interested to learn more about recruiting. Requirements Learners do not require any prior qualifications to enrol on this Recruitment course. Career path After completing this Recruitment course course, you can explore trendy and in-demand jobs, such as HR Coordinator Payroll Coordinator Recruiting Coordinator HR Specialist Recruiter Human Resource Information Specialist (HRIS) HR Manager Recruiting Manager Compensation and Benefits Manager HR Business Partner These professionals typically make between £35k to £75k per annum in the United Kingdom Certificates Certificate of completion Hard copy certificate - Included You will get the hard copy certificates for Free! The delivery charge of the hard copy certificate inside the UK is £3.99 each. Certificate of completion Digital certificate - Included
This certificate is intended for students who want to improve their knowledge of medication safety. They might be learners who want to obtain this training in order to advance to higher education or learners who wish to study this course in order to complement other studies. The purpose of this Level 2: Understanding the Safe Handling of Medication in Health & Social Care course is to provide everyone who is involved in the care sector with the essential knowledge required to provide the best professional approach to the managing and safe handling of medicines. There are no specific recommended prior learning requirements for this qualification. However, students who have already completed a Level 1 certificate may find this Level 2: Understanding the Safe Handling of Medication in Health & Social Care a helpful course and easy to understand. Experts say that more than half of all medication is prescribed, delivered, or sold incorrectly annually. In addition, half of all patients in the UK do not know the proper way of taking their medicine appropriately. These facts may frequently have devastating effects, especially when medicine falls into the hands of the wrong people. By finishing this, Level 2: Understanding the Safe Handling of Medication in Health & Social Care course, you will not only obtain a recognized certificate, but you will also build and improve your knowledge and abilities in medication handling in health and social care. This course gives students a detailed understanding of medicines. Prescription medicine is one that may only be provided to a patient with the written permission of a licensed health practitioner. Prescription medications include blood pressure drugs, cancer medications, and severe pain relievers. Medication is the term used to describe the drugs and or medical devices used to treat or prevent medical disorders and is effective for use without a doctor's prescription. Level 2: Understanding the Safe Handling of Medication in Health & Social Care course gives students a general understanding of different types of medication and their usage. You must be familiar with the names of your medicines as well as the crucial facts about how they operate. Some medications, for example, may have negative interactions with certain foods, other medications, or even nutritional supplements, making you very sick. Take the time to educate yourself with the help of this bundle Level 2: Understanding the Safe Handling of Medication in Health & Social Care course to enhance your knowledge. Learning Outcomes After completing this course, the learner will be able to: Gain a general understanding of different types of medication and their use. Gain in-depth knowledge of the procedures for obtaining, storing, administering and disposing of medication. Understand the legislation and the audit process related to medication and issues of responsibility and accountability. Understand the record-keeping process for medication. Why Choose Level 2: Understanding the Safe Handling of Medication in Health & Social Care Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. 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 the course. ***Courses are included in this Level 2: Understanding the Safe Handling of Medication in Health & Social Care Bundle Course Course 01: Level 2 - Safe Handling of Medication in Health & Social Care Course 02: Level 6 Diploma in Health and Social Care Management Course 03: Level 5 Mental Health Care - MCA and DOLS Course 04: Level 3 Diploma in Healthcare Support Course 05: Level 2 Health & Care Course 06: Level 2 Award in Support Work in Schools and Colleges Course 07: Level 2 Certificate in Understanding Children and Young People's Mental Health Course Course 08: Safeguarding Vulnerable Adults Training Course 09: Social Worker: Social Work Diploma Course 10: Drug and Alcohol Awareness Training Course 11: Adults Support Worker Course ***Other Benefits of Level 2: Understanding the Safe Handling of Medication in Health & Social Care Bundle Course Free 11 PDF Certificate Lifetime Access Free Retake Exam Tutor Support [ Note: Free PDF certificate as soon as completing the Level 2: Understanding the Safe Handling of Medication in Health & Social Care course] From the Level 2: Understanding the Safe Handling of Medication in Health & Social Care course students will gain a detailed understanding of medicine. Understand that heat, air, light, and moisture can all harm medicines. If you do not know about the correct way of storing medicines, your knowledge would be incomplete. Medicines should always be kept in a cold, dry area. One needs to store it in a dresser drawer or a cabinet, for example, away from the stove, sink, and any hot appliances. Medicine can also be kept in a storage container, on a shelf, or in a cold closet. Moreover, the course also covers the topic of the correct way of disposing of medicines. However, a better knowledge of disposing of medicines reduces the risk of accidental poisoning. The course teaches students how to deliver medications safely, and how to guarantee that record keeping, and audits are performed appropriately. Level 2: Understanding the Safe Handling of Medication in Health & Social Care bundle course contains all of the teachings that you can simply understand and use to your abilities easily. For individuals attempting to make a profession in this field, it will help them to understand the basics and to educate them fully. The Level 2: Understanding the Safe Handling of Medication in Health & Social Care qualification covers the different medications and their applications. You will also learn how to administer medicines safely, and how to ensure that record-keeping and audits are completed properly. So, enroll now without any further delay to complete our exclusive bundle Level 2: Understanding the Safe Handling of Medication in Health & Social Care course. Course Curriculum of- *** Level 2: Understanding the Safe Handling of Medication in Health & Social Care *** Module 1: Understand Medication and Prescriptions Understand the use of different types of medication Understand how medicines are classified Understand legislation and guidelines related to medication Understand the roles of self and others in the medication process Know how to access information about medication Module 2: Supply, Storage and Disposal of Medication Understand how medicines are supplied and obtained Know the requirements for storing medication Understand the requirements for the safe disposal of medication Module 3: Understand the Requirements for the Safe Administration of Medication Understand the legislation and guidance in relation to administration of medicine Understand the preparation to be taken prior to administering medication Understand how medication is administered safely and in a way that meets individual needs Understand how to support individuals to administer their own medication Understand the procedures to follow when there are problems with the administration of medication Understand how the effects of medication are monitored Module 4: Record Keeping and Audit Processes for Medication Understand the audit process in relation to medication transactions and stock levels Understand how information is recorded and confidentiality maintained Understand own role in relation to accountability and responsibility Understand the importance of safeguarding individuals in relation to medication use --------------------- ***BUNDLE Courses Curriculum: Course 01: Level 6 Diploma in Health and Social Care Management Module 01: A Quick Overview of Health and Social Care Module 02: Understanding Healthcare Module 03: Understanding Social Care Module 04: The UK Health System Module 05: Care and Support Planning Module 06: Person-Centred Care Module 07: Communication in Health and Social Care Module 08: Developing Effective Communication Skills Module 09: Developing Listening Skills Module 10: Understanding the Promotion of Equality, Diversity and Rights in Health and Social Care Setting Module 11: Responsibilities for Health and Safety Module 12: Safeguarding in Social Care Module 13: Identifying Social Risk and Needs in Health Care ----------------------- Course 02: Level 5 Mental Health Care - MCA and DOLS Module 01: An Overview of Mental Capacity Act Module 02: Assessment of Mental Capacity Module 03: How to make Best Interest Decision Module 04: Mental Capacity Advocates and Forward Planning Module 05: Treatment Protocols for People Who Lack Capacity Module 06: Confidentiality and Record Keeping Module 07: Public Bodies and Services Created by MCA Act 2005 Module 08: Interface with Legislation, Policy and Procedures Module 09: Deprivation of Liberty Safeguards Module 10: Lawful Deprivation Module 11: Legal Background to DOLS Module 12: The Mental Capacity Act (2005) and Deprivation of Liberty Safeguards During a Pandemic Module 13: Liberty Protection Safeguards (LPS) ----------------------- Course 03: Level 3 Diploma in Healthcare Support Module 01: Promote Personal Development in Care Settings Module 02: Promote Safeguarding and Protection in Care Settings Module 03: Promote Health, Safety and Wellbeing in Care Settings Module 04: Understand Mental Well-Being and Mental Health Promotion Module 05: Causes and Spread of Infection Module 06: Promote Communication in Care Settings Module 07: Responsibilities of a Care Worker Module 08: Promote Effective Handling of Information in Care Settings Module 09: Understand Mental Health Problems Module 10: The Principles of Infection Prevention and Control Module 11: Cleaning, Decontamination and Waste Management Module 12: Duty of Care in Care Settings Module 13: Promote Equality and Inclusion in Care Settings Module 14: Promote Person-Centred Approaches in Care Settings Module 15: Study Skills for Senior Healthcare Support Workers Module 16: Undertake Personal Hygiene Activities with Individuals Module 17: Implement Therapeutic Group Activities Module 18: Obtain a Client History Module 19: Care for the Elderly Module 20: Understand Mental Health Interventions Module 21: Understanding Suicide Interventions ----------------------- Course 04: Level 2 Health & Care Module 01: An Overview of the Safety in the Workplace Module 02: What is a Hazard Module 03: Rectifying Hazards Module 04: Implementing Proactive Measures Module 05: How to Prepare and Undertake a Safety Plan ----------------------- Course 05: Level 2 Certificate in Preparing to Work in Adult Social Care ----------------------- Course 06: Level 2 Award in Support Work in Schools and Colleges ----------------------- Course 07: Healthcare Management Training ----------------------- Course 08: Safeguarding Vulnerable Adults Training ----------------------- Course 09: Social Worker: Social Work Diploma ----------------------- Course 10: Adults Support Worker Course ----------------------- Course 11: Mental Health Support Worker Assessment Method After completing each module of the Level 2: Understanding the Safe Handling of Medication in Health & Social Care, 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 qualification is ideal for students who want to improve their knowledge of the safe handling of medicines. They might be learners who want to access this training in order to advance to higher-level qualifications or learners who want to study this programme to complement other studies. Requirements There are no specific requirements for this Level 2: Understanding the Safe Handling of Medication in Health & Social Care course because it does not require any advanced knowledge or skills. 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 This Level 2: Understanding the Safe Handling of Medication in Health & Social Care course is designed for anyone who wants to start a career in care and wishes to handle medication. It can lead to roles such as Care Worker or Pharmacy Assistant. Certificates Certificate of completion Digital certificate - Included
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Computer vision (CV), a subfield of computer science, focuses on replicating the complex functionalities of the human visual system. This course provides a comprehensive understanding of Computer Vision from the beginning using Python and helps you in becoming an expert.
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After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (For The Title Course) Hard Copy Certificate: Free (For The Title Course) The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Data Analysis and Data Science expertise and essential knowledge, which will assist you in reaching your goal. Curriculum of Bundle Course 01: Introduction to Data Analysis Module 01: Introduction Module 02: Agenda and Principles of Process Management Module 03: The Voice of the Process Module 04: Working as One Team for Improvement Module 05: Exercise: The Voice of the Customer Module 06: Tools for Data Analysis Module 07: The Pareto Chart Module 08: The Histogram Module 09: The Run Chart Module 10: Exercise: Presenting Performance Data Module 11: Understanding Variation Module 12: The Control Chart Module 13: Control Chart Example Module 14: Control Chart Special Cases Module 15: Interpreting the Control Chart Module 16: Control Chart Exercise Module 17: Strategies to Deal with Variation Module 18: Using Data to Drive Improvement Module 19: A Structure for Performance Measurement Module 20: Data Analysis Exercise Module 21: Course Project Module 22: Test your Understanding Course 02: Python for Data Analysis Welcome, Course Introduction & overview, and Environment set-up Python Essentials Python for Data Analysis using NumPy Python for Data Analysis using Pandas Python for Data Visualization using matplotlib Python for Data Visualization using Seaborn Python for Data Visualization using pandas Python for interactive & geographical plotting using Plotly and Cufflinks Capstone Project - Python for Data Analysis & Visualization Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Python for Machine Learning - scikit-learn - Logistic Regression Model Python for Machine Learning - scikit-learn - K Nearest Neighbors Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Python for Machine Learning - scikit-learn - K Means Clustering Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Recommender Systems with Python - (Additional Topic) Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Course 03: Statistical Analysis Module 01: The Realm of Statistics Module 02: Basic Statistical Terms Module 03: The Center of the Data Module 04: Data Variability Module 05: Binomial and Normal Distributions Module 06: Introduction to Probability Module 07: Estimates and Intervals Module 08: Hypothesis Testing Module 09: Regression Analysis Module 10: Algorithms, Analytics and Predictions Module 11: Learning From Experience: The Bayesian Way Module 12: Doing Statistics: The Wrong Way Module 13: How We Can Do Statistics Better Course 04: SQL NoSQL Big Data and Hadoop Module 01: Introduction Module 02: Relational Database Systems Module 03: Database Classification Module 04: Key-Value Store Module 05: Document-Oriented Databases Module 06: Search Engines Module 07: Wide Column Store Module 08: Time Series Databases Module 09: Graph Databases Module 10: Hadoop Platform Module 11: Big Data SQL Engines Module 12: Distributed Commit Log Module 13: Summary Course 05: Complete Microsoft Power BI 2021 Module 01: Introduction Module 02: Preparing our Project Module 03: Data Transformation - The Query Editor Module 04: Data Transformation - Advanced Module 05: Creating a Data Model Module 06: Data Visualization Module 07: Power BI & Python Module 08: Storytelling with Data Module 09: DAX - The Essentials Module 10: DAX - The CALCULATE function Module 11: Power BI Service - Power BI Cloud Module 12: Row-Level Security Module 13: More data sources Module 14: Next steps to improve & stay up to date Course 06: Data Analysis in Excel Level 3 Course Modifying a Worksheet Working with Lists Analyzing Data Visualizing Data with Charts Using PivotTables and PivotCharts Working with Multiple Worksheets and Workbooks Using Lookup Functions and Formula Auditing Automating Workbook Functionality Creating Sparklines and Mapping Data Forecasting Data Course 07: Data Analytics with Tableau Module 01: Introduction to the Course Module 02: Project 1: Discount Mart (Sales and Profit Analytics) Module 03: Project 2: Green Destinations (HR Analytics) Module 04: Project 3: Superstore (Sales Agent Tracker) Module 05: Northwind Trade (Shipping Analytics) Module 06: Project 5: Tesla (Stock Price Analytics) Module 07: Bonus: Introduction to Database Concepts Module 08: Tableau Stories Course 08: Basic Google Data Studio Module 01: Introduction to GDS Module 02: Data Visualization Module 03: Geo-visualization Module 04: A Socio-Economic Case Study Course 09: Business Analytics Module 01: What is business analysis? Module 02: Strategy analysis Module 03: Collaboration Module 04: Requirements analysis and Design definition Module 05: Requirements lifecycle management Module 06: Solution quality Module 07: Stakeholder management Module 08: BA Governance Module 09: Legal notes and Copyright information Course 10: Complete Introduction to Business Data Analysis Level 3 Module 1: Statistics Fundamentals Module 2: Data Analysis Module 3: Probability Module 4: Random Variables and Discrete Distributions Module 5: Continuous Distributions Module 6: Sampling Distributions Module 7: Confidence Interval Module 8: Hypothesis Testing with One Sample Module 9: Hypothesis Testing with Two Samples Module 10: The Chi-Square Distribution Module 11: F Distribution and One-Way ANOVA Module 12: Correlation analysis Module 13: Simple Linear Regression Analysis Course 11: Business Intelligence and Data Mining Masterclass Module 01: What is Business Intelligence? Module 02: Starting Case in understanding BI needs in diff phase of business Module 03: Decision Making Process and Need of IT systems Module 04: Problem Structure and Decision Support System Module 05: Introduction to BI Applications Module 06: Dashboard presentation systems Module 07: Different Types of Charts used in 131 Dashboards Module 08: Good Dashboard and BSC Module 09: Examples of Bad Dashboards 1 Module 10: Examples of Bad Dashboards 2 And much more... Course 12: Research Methods in Business Section 01: Applied Project & Research Methods in Business Section 02: Writing a Purpose / Quantitative and Qualitative Research Approaches Section 03: Mixed Method Research Approaches, Ethical Considerations & Writing Effectively Written Methodology Part 3 !@@ Section 04: Writing Data Collection Tools, Qualitative & Quantitative Data Analysis Section 05: Comparing Findings to Literature and Writing the Final Paper Course 13: Computer Science: Graph Theory Algorithms Module 00: Promo Module 01: Introduction Module 02: Common Problem Module 03: Depth First Search Module 04: Breadth First Search Module 05: Breadth First Search Shortest Path on a Grid And much more... Course 14: Data Protection and Data Security Level 2 GDPR Basics GDPR Explained Lawful Basis for Preparation Rights and Breaches Responsibilities and Obligations CPD 165 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Data Analysis and Data Science bundle. Requirements Our Data Analysis and Data Science course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. Career path Having this Data Analysis and Data Science expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included You will get the PDF Certificate for the title course (Introduction to Data Analysis) absolutely Free! Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Introduction to Data Analysis) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.