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Learn essential skills for a more inclusive world with our Disability Awareness & Inclusion Training course. Gain insights, strategies, and tools to foster equality.

Level 3 Award in Childcare & Education The Level 3 Award in Childcare & Education program equips students with a wide range of foundational skills needed for working with children. This Level 3 Award in Childcare & Education curriculum covers a wide range of topics related to childcare and welfare. You will study vital information in the Level 3 Award in Childcare & Education programme that will be useful whether you presently work in a child care setting or intend to. Those who want to complete the Level 3 Award in Childcare & Education will benefit from doing our Childcare & Education programme. Unlock your path to a fulfilling career in childcare and education with our Level 3 Award in Childcare & Education course. Dive deep into the comprehensive Level 3 Award in Childcare & Education program, mastering essential Level 3 Award in Childcare & Education skills and knowledge. Enroll today and prepare for a rewarding career, making a meaningful impact on the lives of children. Don't miss this opportunity to excel with the Level 3 Award in Childcare & Education. Join us now and take the first step towards becoming a skilled childcare professional. Enrol Level 3 Award in Childcare & Education course now to equip your knowledge in this field! Main Course: Level 3 Award in Childcare & Education Free Courses are including with this Level 3 Award in Childcare & Education Course Along with The Level 3 Award in Childcare & Education Course, We Offer a free Level 4 Child Care and Development Course. Along with The Level 3 Award in Childcare & Education Course, We Offer a free Level 4 Early Years Course. Special Offers of this Level 3 Award in Childcare & Education Course This Level 3 Award in Childcare & Education Course includes a FREE PDF Certificate. Lifetime access to this Level 3 Award in Childcare & Education Course Instant access to this Level 3 Award in Childcare & Education Course Get FREE Tutor Support to this Level 3 Award in Childcare & Education Course Level 3 Award in Childcare & Education The goal of this Level 3 Award in Childcare & Education course is to give you a comprehensive understanding of the duties and role that come with working with children. It is an extensive Level 3 Award in Childcare & Education course that will teach you how to comprehend and care for young children while also always keeping their welfare in mind. Who is this course for? Level 3 Award in Childcare & Education Anybody interested in obtaining a qualification to allow them to work in this profession might choose the Level 3 Award in Childcare & Education. Requirements Level 3 Award in Childcare & Education To enrol in this Level 3 Award in Childcare & Education Course, students must fulfil the following requirements. To join in our Level 3 Award in Childcare & Education Course, you must have a strong command of the English language. To successfully complete our Level 3 Award in Childcare & Education Course, you must be vivacious and self driven. To complete our Level 3 Award in Childcare & Education Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Level 3 Award in Childcare & Education Course. Career path Level 3 Award in Childcare & Education You can choose from a variety of job paths: Early Years Education, Childcare, and Nurseries after completing Level 3 Award in Childcare & Education.

English for Academic Purposes: English for Academic Purposes Would you like to enhance your critical thinking and research skills to gather, evaluate, and synthesise information from various sources? Then join our level 2 certificate in English for Academic Purposes course now! This level 2 certificate in English for Academic Purposes course explains how to create engaging discussion and writing skills. Additionally, this level 2 certificate in English for Academic Purposes course aims to create the value of reacting and actively listening. Through this level 2 certificate in English for Academic Purposes course, you will study the system for reading information, the goal of reading, and the correct meaning. Moreover, this level 2 certificate in English for Academic Purposes course covers correct speech and communication. If you want to learn advanced grammar and a broad range of vocabulary accurately in both written and spoken English, participate in our comprehensive level 2 certificate in English for Academic Purposes course quickly! Learning outcome of level 2 certificate in english for academic purposes course This level 2 certificate in english for academic purposes course helps to understand: How to make an interactive discussion. Also, this level 2 certificate in english for academic purposes course explains the importance of active listening and responding. Through this level 2 certificate in english for academic purposes course, you will learn the system for reading information, purpose of reading, and proper meaning. How to speak and communicate properly is included in this level 2 certificate in english for academic purposes lesson. You will learn to write fluently and accurately with this level 2 certificate in english for academic purposes course. Special Offers of this english for academic purposes Course This English for Academic Purposes Course includes a FREE PDF Certificate. Lifetime access to this English for Academic Purposes Course Instant access to this English for Academic Purposes Course Get FREE Tutor Support to this English for Academic Purposes Course English for Academic Purposes: English for Academic Purposes Elevate your academic journey with our Level 2 Certificate in English: English for Academic Purposes course! This comprehensive English: English course hones your discussion and writing skills, making your academic interactions engaging and impactful. Learn the value of active listening and effective reactions through our English: English curriculum. Master the system for reading information, understanding the goal of reading, and grasping the correct meanings with our English: English guidance. Additionally, refine your speech and communication skills with our English: English training. Enroll in our Level 2 Certificate in English: English for Academic Purposes course today and excel in your academic pursuits! Who is this course for? English for Academic Purposes: English for Academic Purposes Anyone, including students, beginners, or professionals, can take our level 2 certificate in english for academic purposes course. Requirements English for Academic Purposes: English for Academic Purposes To enrol in this English for Academic Purposes Course, students must fulfil the following requirements. To join in our English for Academic Purposes Course, you must have a strong command of the English language. To successfully complete our English for Academic Purposes Course, you must be vivacious and self driven. To complete our English for Academic Purposes Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this English for Academic Purposes Course. Career path English for Academic Purposes: English for Academic Purposes Your career is going to flourish with the support of this level 2 certificate in english for academic purposes course.

English for Academic Purposes: English for Academic Purposes Would you like to enhance your critical thinking and research skills to gather, evaluate, and synthesise information from various sources? Then join our level 2 certificate in English for Academic Purposes course now! This level 2 certificate in English for Academic Purposes course explains how to create engaging discussion and writing skills. Additionally, this level 2 certificate in English for Academic Purposes course aims to create the value of reacting and actively listening. Through this level 2 certificate in English for Academic Purposes course, you will study the system for reading information, the goal of reading, and the correct meaning. Moreover, this level 2 certificate in English for Academic Purposes course covers correct speech and communication. If you want to learn advanced grammar and a broad range of vocabulary accurately in both written and spoken English, participate in our comprehensive level 2 certificate in English for Academic Purposes course quickly! Learning outcome of level 2 certificate in english for academic purposes course This level 2 certificate in english for academic purposes course helps to understand: How to make an interactive discussion. Also, this level 2 certificate in english for academic purposes course explains the importance of active listening and responding. Through this level 2 certificate in english for academic purposes course, you will learn the system for reading information, purpose of reading, and proper meaning. How to speak and communicate properly is included in this level 2 certificate in english for academic purposes lesson. You will learn to write fluently and accurately with this level 2 certificate in english for academic purposes course. Special Offers of this english for academic purposes Course This English for Academic Purposes Course includes a FREE PDF Certificate. Lifetime access to this English for Academic Purposes Course Instant access to this English for Academic Purposes Course Get FREE Tutor Support to this English for Academic Purposes Course English for Academic Purposes: English for Academic Purposes Elevate your academic journey with our Level 2 Certificate in English: English for Academic Purposes course! This comprehensive English: English course hones your discussion and writing skills, making your academic interactions engaging and impactful. Learn the value of active listening and effective reactions through our English: English curriculum. Master the system for reading information, understanding the goal of reading, and grasping the correct meanings with our English: English guidance. Additionally, refine your speech and communication skills with our English: English training. Enroll in our Level 2 Certificate in English: English for Academic Purposes course today and excel in your academic pursuits! Who is this course for? English for Academic Purposes: English for Academic Purposes Anyone, including students, beginners, or professionals, can take our level 2 certificate in english for academic purposes course. Requirements English for Academic Purposes: English for Academic Purposes To enrol in this English for Academic Purposes Course, students must fulfil the following requirements. To join in our English for Academic Purposes Course, you must have a strong command of the English language. To successfully complete our English for Academic Purposes Course, you must be vivacious and self driven. To complete our English for Academic Purposes Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this English for Academic Purposes Course. Career path English for Academic Purposes: English for Academic Purposes Your career is going to flourish with the support of this level 2 certificate in english for academic purposes course.

Stress Management: Stress Management Course Online Would you like to get ready to explore the fascinating world of workplace stress management? This exceptional Workplace Stress Management gives you the chance to go off on an exhilarating journey of discovery and understanding. From the fundamentals of Workplace Stress Management to recognizing and combating distorted negative thoughts, comprehensive Workplace Stress Management offers a thorough education on the subject. Get the Workplace Stress Management training materials to learn about Rational and Irrational Beliefs and Cognitive Therapy (CT). Workplace Stress Management's broad curriculum includes sections on Cognitive Behavioural Therapy (CBT) in the Workplace. Enrol in our educational Workplace Stress Management program to expand your knowledge and develop your abilities! Learning Outcomes of Workplace Stress Management After completing this Stress Management: Stress Management Course, the learner will be able to: Gain a thorough understanding of stress types and Workplace Stress Management. The Workplace Stress Management course gives in-depth knowledge about rational and irrational beliefs. The Workplace Stress Management course explains the ABC framework of REBT. Understand Cognitive Behavioural Therapy (CBT) in the workplace by our Workplace Stress Management course. The workplace Stress Management course increases your knowledge about how to identify and Challenge distorted negative thoughts. Main Course: Workplace Stress Management Free Courses are including with this Stress Management: Stress Management Course Along with The Stress Management: Stress Management Course, We Offer a free anger management Course Along with Stress Management: Stress Management Course, We Offer a free risk management Course Special Offers of this Stress Management: Stress Management Course This Stress Management: Stress Management Course includes a FREE PDF Certificate. Lifetime access to this Stress Management: Stress Management Course Instant access to this Stress Management: Stress Management Course Get FREE Tutor Support to this Stress Management: Stress Management Course Stress Management: Stress Management Course Online You will learn a great deal about the origins and consequences of stress in the workplace with the help of this Stress Management: Workplace Stress Management course. This Stress Management: Workplace Stress Management Course will teach you how to recognize stressors and create plans to reduce their negative effects on your personal and professional lives. Improve your communication skills with this Workplace Stress Management course to build stronger bonds with superiors and coworkers. This course on stress management: workplace stress management will also teach you how to create a welcoming workplace that encourages wellbeing and lessens stress for both you and your coworkers. Who is this course for? Stress Management: Stress Management Course Online This Workplace Stress Management course is ideal for anyone whose work or personal life suffers from stressful thoughts. Requirements Stress Management: Stress Management Course Online To enrol in this Stress Management: Stress Management Course, students must fulfil the following requirements. To join in our Stress Management: Stress Management Course, you must have a strong command of the English language. To successfully complete our Stress Management: Stress Management Course, you must be vivacious and self driven. To complete our Stress Management: Stress Management Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Stress Management: Stress Management Coursee. Career path Stress Management: Stress Management Course Online This Workplace Stress Management course will help to get various job like: Life Skill coach/trainer Mental health therapist Psychologist Any aspiring healthcare professionals

Adult Nursing Training Do you want to improve the lives of the elderly or those who are afflicted with health problems? If so, our adult nursing training course is a great choice for you to advance your skills and knowledge in nursing. Our extensive curriculum for adult nursing training covers an overview of nursing. Also, adult nursing training explains how to work in different healthcare settings. Furthermore, this adult nursing training course teaches the ethical, legal, and professional standards of practice components of healthcare. Adult Nursing Training also discusses health, safety, and efficient communication. Another lesson in this adult nursing training is about hygiene and infection control in nursing. Enrol right away in our adult nursing training program to start your path to a rewarding and lucrative career in healthcare! Learning Outcome Of This Adult Nursing: Adult Nursing Training Course With our Adult Nursing Training Course, you will gain: Understanding of the unique needs of adult patients from this Adult Nursing Training. Adult Nursing Training provides knowledge about how to communicate effectively with patients and their families. Adult Nursing Training describes how to provide emotional support and work collaboratively with other healthcare professionals. Main Course: Adult Nursing Training Free Courses are including with this Adult Nursing: Adult Nursing Training Course Along with The Adult Nursing Training Course, We Offer a free Care Certificate Course Along with Adult Nursing Training Course, We Offer a free Healthcare Assistant Course Along with Adult Nursing Training Course, We Offer a free Nursing Assistant Diploma Course Special Offers of this Adult Nursing: Adult Nursing Training Course This Adult Nursing Training Course includes a FREE PDF Certificate. Lifetime access to this Adult Nursing: Adult Nursing Training Course Instant access to this Adult Nursing: Adult Nursing Training Course Get FREE Tutor Support to this Adult Nursing: Adult Nursing Training Course Adult Nursing Training An introduction to nursing is given by this specialized program for adult learners. The Adult Nursing program teaches students how to function in a range of healthcare environments. The ethical, legal, and professional standards of practice in healthcare are also emphasized in this adult nursing training course. Effective communication and other topics related to health and safety are covered in adult nursing training. The topic of hygiene and infection control in the workplace is also included in this adult nursing training. Who is this course for? Adult Nursing Training Anyone interested in working in this sector who wants to advance their knowledge and abilities should take this Adult Nursing: Adult Nursing training. Requirements Adult Nursing Training To enrol in this Adult Nursing: Adult Nursing Training Course, students must fulfil the following requirements. To join in our Adult Nursing: Adult Nursing Training Course, you must have a strong command of the English language. To successfully complete our Adult Nursing: Adult Nursing Training Course, you must be vivacious and self driven. To complete our Adult Nursing: Adult Nursing Training Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Adult Nursing: Adult Nursing Training Course. Career path Adult Nursing Training This Adult Nursing: Adult Nursing Training course will prepare you for a career in the following positions: General Nurse Health and Social Care Workers Carers Midwives Other Health Care Professionals

Overview This Deep Learning & Neural Networks Python - Keras: For Dummies course will unlock your full potential and will show you how to excel in a career in Deep Learning & Neural Networks Python - Keras: For Dummies. So upskill now and reach your full potential. Everything you need to get started in Deep Learning & Neural Networks Python - Keras: For Dummies is available in this course. Learning and progressing are the hallmarks of personal development. This Deep Learning & Neural Networks Python - Keras: For Dummies will quickly teach you the must-have skills needed to start in the relevant industry. In This Deep Learning & Neural Networks Python - Keras: For Dummies Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Deep Learning & Neural Networks Python - Keras: For Dummies skills to help you advance your career. Acquire a comprehensive understanding of various Deep Learning & Neural Networks Python - Keras: For Dummies topics and tips from industry experts. Learn in-demand Deep Learning & Neural Networks Python - Keras: For Dummies skills that are in high demand among UK employers, which will help you to kickstart your career. This Deep Learning & Neural Networks Python - Keras: For Dummies course covers everything you must know to stand against the tough competition in the Deep Learning & Neural Networks Python - Keras: For Dummies field.  The future is truly yours to seize with this Deep Learning & Neural Networks Python - Keras: For Dummies. Enrol today and complete the course to achieve a Deep Learning & Neural Networks Python - Keras: For Dummies certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Deep Learning & Neural Networks Python - Keras: For Dummies course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Deep Learning & Neural Networks Python - Keras: For Dummies course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Deep Learning & Neural Networks Python - Keras: For Dummies course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Deep Learning & Neural Networks Python - Keras: For Dummies is suitable for anyone aspiring to start a career in Deep Learning & Neural Networks Python - Keras: For Dummies; even if you are new to this and have no prior knowledge on Deep Learning & Neural Networks Python - Keras: For Dummies, this course is going to be very easy for you to understand.  And if you are already working in the Deep Learning & Neural Networks Python - Keras: For Dummies field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Deep Learning & Neural Networks Python - Keras: For Dummies course is a win-win for you in all aspects.  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 This Deep Learning & Neural Networks Python - Keras: For Dummies course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Deep Learning & Neural Networks Python - Keras: For Dummies 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 Deep Learning & Neural Networks Python - Keras: For Dummies course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Course Introduction and Table of Contents Course Introduction and Table of Contents 00:11:00 Deep Learning Overview Deep Learning Overview - Theory Session - Part 1 00:06:00 Deep Learning Overview - Theory Session - Part 2 00:07:00 Choosing Between ML or DL for the next AI project - Quick Theory Session Choosing Between ML or DL for the next AI project - Quick Theory Session 00:09:00 Preparing Your Computer Preparing Your Computer - Part 1 00:07:00 Preparing Your Computer - Part 2 00:06:00 Python Basics Python Basics - Assignment 00:09:00 Python Basics - Flow Control 00:09:00 Python Basics - Functions 00:04:00 Python Basics - Data Structures 00:12:00 Theano Library Installation and Sample Program to Test Theano Library Installation and Sample Program to Test 00:11:00 TensorFlow library Installation and Sample Program to Test TensorFlow library Installation and Sample Program to Test 00:09:00 Keras Installation and Switching Theano and TensorFlow Backends Keras Installation and Switching Theano and TensorFlow Backends 00:10:00 Explaining Multi-Layer Perceptron Concepts Explaining Multi-Layer Perceptron Concepts 00:03:00 Explaining Neural Networks Steps and Terminology Explaining Neural Networks Steps and Terminology 00:10:00 First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset 00:07:00 Explaining Training and Evaluation Concepts Explaining Training and Evaluation Concepts 00:11:00 Pima Indian Model - Steps Explained Pima Indian Model - Steps Explained - Part 1 00:09:00 Pima Indian Model - Steps Explained - Part 2 00:07:00 Coding the Pima Indian Model Coding the Pima Indian Model - Part 1 00:11:00 Coding the Pima Indian Model - Part 2 00:09:00 Pima Indian Model - Performance Evaluation Pima Indian Model - Performance Evaluation - Automatic Verification 00:06:00 Pima Indian Model - Performance Evaluation - Manual Verification 00:08:00 Pima Indian Model - Performance Evaluation - k-fold Validation - Keras Pima Indian Model - Performance Evaluation - k-fold Validation - Keras 00:10:00 Pima Indian Model - Performance Evaluation - Hyper Parameters Pima Indian Model - Performance Evaluation - Hyper Parameters 00:12:00 Understanding Iris Flower Multi-Class Dataset Understanding Iris Flower Multi-Class Dataset 00:08:00 Developing the Iris Flower Multi-Class Model Developing the Iris Flower Multi-Class Model - Part 1 00:09:00 Developing the Iris Flower Multi-Class Model - Part 2 00:06:00 Developing the Iris Flower Multi-Class Model - Part 3 00:09:00 Understanding the Sonar Returns Dataset Understanding the Sonar Returns Dataset 00:07:00 Developing the Sonar Returns Model Developing the Sonar Returns Model 00:10:00 Sonar Performance Improvement - Data Preparation - Standardization Sonar Performance Improvement - Data Preparation - Standardization 00:15:00 Sonar Performance Improvement - Layer Tuning for Smaller Network Sonar Performance Improvement - Layer Tuning for Smaller Network 00:07:00 Sonar Performance Improvement - Layer Tuning for Larger Network Sonar Performance Improvement - Layer Tuning for Larger Network 00:06:00 Understanding the Boston Housing Regression Dataset Understanding the Boston Housing Regression Dataset 00:07:00 Developing the Boston Housing Baseline Model Developing the Boston Housing Baseline Model 00:08:00 Boston Performance Improvement by Standardization Boston Performance Improvement by Standardization 00:07:00 Boston Performance Improvement by Deeper Network Tuning Boston Performance Improvement by Deeper Network Tuning 00:05:00 Boston Performance Improvement by Wider Network Tuning Boston Performance Improvement by Wider Network Tuning 00:04:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 1 00:09:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 2 00:08:00 Save and Load Model as YAML File - Pima Indian Dataset Save and Load Model as YAML File - Pima Indian Dataset 00:05:00 Load and Predict using the Pima Indian Diabetes Model Load and Predict using the Pima Indian Diabetes Model 00:09:00 Load and Predict using the Iris Flower Multi-Class Model Load and Predict using the Iris Flower Multi-Class Model 00:08:00 Load and Predict using the Sonar Returns Model Load and Predict using the Sonar Returns Model 00:10:00 Load and Predict using the Boston Housing Regression Model Load and Predict using the Boston Housing Regression Model 00:08:00 An Introduction to Checkpointing An Introduction to Checkpointing 00:06:00 Checkpoint Neural Network Model Improvements Checkpoint Neural Network Model Improvements 00:10:00 Checkpoint Neural Network Best Model Checkpoint Neural Network Best Model 00:04:00 Loading the Saved Checkpoint Loading the Saved Checkpoint 00:05:00 Plotting Model Behavior History Plotting Model Behavior History - Introduction 00:06:00 Plotting Model Behavior History - Coding 00:08:00 Dropout Regularization - Visible Layer Dropout Regularization - Visible Layer - Part 1 00:11:00 Dropout Regularization - Visible Layer - Part 2 00:06:00 Dropout Regularization - Hidden Layer Dropout Regularization - Hidden Layer 00:06:00 Learning Rate Schedule using Ionosphere Dataset - Intro Learning Rate Schedule using Ionosphere Dataset 00:06:00 Time Based Learning Rate Schedule Time Based Learning Rate Schedule - Part 1 00:07:00 Time Based Learning Rate Schedule - Part 2 00:12:00 Drop Based Learning Rate Schedule Drop Based Learning Rate Schedule - Part 1 00:07:00 Drop Based Learning Rate Schedule - Part 2 00:08:00 Convolutional Neural Networks - Introduction Convolutional Neural Networks - Part 1 00:11:00 Convolutional Neural Networks - Part 2 00:06:00 MNIST Handwritten Digit Recognition Dataset Introduction to MNIST Handwritten Digit Recognition Dataset 00:06:00 Downloading and Testing MNIST Handwritten Digit Recognition Dataset 00:10:00 MNIST Multi-Layer Perceptron Model Development MNIST Multi-Layer Perceptron Model Development - Part 1 00:11:00 MNIST Multi-Layer Perceptron Model Development - Part 2 00:06:00 Convolutional Neural Network Model using MNIST Convolutional Neural Network Model using MNIST - Part 1 00:13:00 Convolutional Neural Network Model using MNIST - Part 2 00:12:00 Large CNN using MNIST Large CNN using MNIST 00:09:00 Load and Predict using the MNIST CNN Model Load and Predict using the MNIST CNN Model 00:14:00 Introduction to Image Augmentation using Keras Introduction to Image Augmentation using Keras 00:11:00 Augmentation using Sample Wise Standardization Augmentation using Sample Wise Standardization 00:10:00 Augmentation using Feature Wise Standardization & ZCA Whitening Augmentation using Feature Wise Standardization & ZCA Whitening 00:04:00 Augmentation using Rotation and Flipping Augmentation using Rotation and Flipping 00:04:00 Saving Augmentation Saving Augmentation 00:05:00 CIFAR-10 Object Recognition Dataset - Understanding and Loading CIFAR-10 Object Recognition Dataset - Understanding and Loading 00:12:00 Simple CNN using CIFAR-10 Dataset Simple CNN using CIFAR-10 Dataset - Part 1 00:09:00 Simple CNN using CIFAR-10 Dataset - Part 2 00:06:00 Simple CNN using CIFAR-10 Dataset - Part 3 00:08:00 Train and Save CIFAR-10 Model Train and Save CIFAR-10 Model 00:08:00 Load and Predict using CIFAR-10 CNN Model Load and Predict using CIFAR-10 CNN Model 00:16:00 RECOMENDED READINGS Recomended Readings 00:00:00

Power Query and Power Pivot in Microsoft Excel:  A Quickstart Guide   Course Description   Copyright Ross Maynard 2022   Course Description Power Query and Power Pivot are two tools available in Microsoft Excel. If you are serious about data analysis, then you need to know how to use these tools. This Quickstart guide will give you the skills you need to get started with these powerful features. The Power Query tool allows you to import external data and then modify it to meet your needs, before loading it into Excel. These editing tasks are all things you can do manually in Excel, but Power Query greatly speeds things up when you have a large volume of data. The Power Pivot tool allows you to connect multiple data tables in an extended pivot table. Power Pivot also introduces new analysis and query tools to further enhance data analysis. If data analysis is your thing, then this course will help you get up to speed with these feature-filled tools. Through screen-capture video, the course provides a step-by-step guide to the foundation skills needed to use both Power Query and Power Pivot effectively. The course is designed to make your first steps into Power Query easy and to build your confidence to use them on your own. Both Power Query and Power Pivot are also available in Microsoft Power BI – the data visualisation suite. Once you have learned how to use Power Query and Power Pivot in Excel with this course, you’ll have a head start in getting to grips with Power BI Get up to speed with Power Query and Power Pivot in Microsoft Excel with this Quickstart guide.     Key Learning Points  On completion of the course, delegates will be able to: Use Power Query to load data from an external source into Microsoft Excel Clean and manipulate external data before loading it into Excel Consolidate separate files with Power Query Update Excel tables with new data in the same format Use Power Query to “unpivot” report tables to prepare the data for analysis Explain the core functionality of Power Pivot Link data tables together in the Power Pivot data model Create pivot tables that draw data from several source data tables Create performance measures and new analysis in the Power Pivot data model Use the most popular DAX query language functions in Power Pivot     Curriculum Lesson 1: Power Query Quickstart Lesson 2: Consolidating Files with Power Query Lesson 3: Unpivoting a Table Lesson 4: Power Pivot Quickstart Lesson 5: Power Pivot – Adding Data and Functionality Lesson 6: Key DAX Functions for Power Pivot Lesson 7: The DAX CALCULATE Function Lesson 8: Key Learning Points     Pre-Course Requirements There are no pre-course requirements     Additional Resources Starter spreadsheets for each lesson are provided so that learners can follow the steps presented.     Course Tutor Your tutor is Ross Maynard. Ross is a Fellow of the Chartered Institute of Management Accountants in the UK and has 30 years’ experience as a process improvement consultant specialising in business processes and organisation development. Ross is also a professional author of online training courses. Ross lives in Scotland with his wife, daughter and Cocker Spaniel     Questions What is the main feature of Power Query? The ability to link data tables together to create pivot tables that allow data to be drawn from any and all of the source tables The ability to clean and manipulate large volumes of external data efficiently and to load the result into Microsoft Excel The removal of Microsoft Excel’s restrictions on file sizes and the number of rows of data allowed The ability to visualise data in dashboards and management reports     What is the main feature of Power Pivot? The ability to link data tables together to create pivot tables that allow data to be drawn from any and all of the source tables The ability to clean and manipulate large volumes of external data efficiently and to load the result into Microsoft Excel The removal of Microsoft Excel’s restrictions on file sizes and the number of rows of data allowed The ability to visualise data in dashboards and management reports     Which of the following actions cannot be performed within Power Query? Split text into multiple columns Trimming text and removing spaces Creating calculated columns using DAX functions Make date based calculations   Which of the following statements is true? You can use Power Query to combine files that have the same format and open them all in the same spreadsheet You can use Power Query to link data tables and create pivot tables that pull data items from all the linked tables You can use Power Query to create interactive dashboard reports You can use Power Query to export data files to Microsoft Access and other databases     Which of the following provides a compelling case to use Power Pivot in Microsoft Excel? The data visualisation and presentation features of Power Pivot are much more powerful than those in Excel Power Pivot offers the ability to clean large files of data imported from other systems quickly Existing reports and tables can be “reverse engineered” (unpivoted) to create data tables for more advanced analysis Files sizes in Power Pivot are smaller than in Excel and there is no limit on the number of rows of data that can be stored. This makes it much faster and more efficient to use Power Pivot for large data sets     Power Pivot uses analysis functions from the DAX formula language. What does “DAX” stand for? Digital Architecture Extraction Data Arbitrage Extrapolation Display Analytics Extension Data Analysis Expressions Deeply Annoying Exercise   The DAX CALCULATE function is one of the most powerful and useful functions available in Power Pivot. Which statement best describes it? It performs row by row calculations defined by the user and adds the total of them all together for a specified table It performs row by row calculations defined by the user and displays the maximum result for a specified table It performs a defined calculation and then applies filters specified by the user It filters the data in a specified table according to criteria set by the user   As well as in Power Pivot in Microsoft Excel, in what application are DAX functions also available? Microsoft PowerPoint Microsoft Forms Microsoft Teams Microsoft Power BI   How do DAX functions differ from Microsoft Excel functions? DAX functions are designed specifically for use with SQL based data sources DAX functions are completely new and provide additional functionality within Microsoft Excel DAX functions never take a cell reference or a range as reference, but instead take a column or table as reference DAX date and time functions return a date as a serial number, whereas Excel date and time functions return a datetime data type  

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