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Stock Trading, Forex, Tax and Investment Learn how to be successful in stock trading and forex trading with our comprehensive course. Whether you're a novice looking to enter the market or an experienced trader aiming to refine your strategies, this Stock Trading, Forex, Tax and Investment course provides a deep dive into the fundamentals and advanced techniques. Covering everything from stock trading basics to in-depth analyses and trading psychology, we equip you with the knowledge to navigate the financial markets confidently. Dive into the world of Forex trading with modules that elucidate major currencies, market structures, and risk management. Learn to analyse both fundamental and technical aspects, and understand the psychological aspects critical to trading success. Join us and transform your trading skills, making informed decisions to maximise your investment returns. Learning Outcome After Completing this Stock Trading, Forex, Tax and Investment course, you will able to: Understanding of the market and the different types of stock tradings Kickstart your stock trading and forex trading career and learn from the experts Know how to pick stocks based on your investment objectives Learn major strategies employed by traders to determine what to trade Develop the discipline and work ethic needed to work in this stock trading and forex trading field Understand how to analyse stocks (technical analysis) Gain the Theoretical knowledge of stock trading and forex trading to put together a solid money management strategy Know how to choose the right online broker Perform fundamental and technical analyses confidently. Identify and manage stock trading and forex trading risks effectively. Develop strong trading psychology for better decision-making. Recognise and avoid stock trading frauds. Key Features of this stock trading and forex trading Course : Accredited by CPD Instant e-certificate Fully online, interactive course with audio voiceover Developed by qualified professionals in the field Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Curriculum Module 01: What Is Stock Trading? Module 02: Stock Trading Basics Module 03: Investment Theories and Strategies Module 04: Fundamental Analysis Module 05: Technical Analysis Module 06: Analysing Industries Module 07: Understanding Brokerage Orders and Trading Forex Trading Module 01: Introduction to Forex Trading Module 02: Major Currencies and Market Structure Module 03: Kinds of Foreign Exchange Market Module 04: Money Management Module 05: Fundamental Analysis Module 06: Technical Analysis Module 07: Pitfalls and Risks Module 08: Managing Risk Module 09: Trading Psychology Investment Course Introduction to Investment Types and Techniques of Investment Key Concepts in Investment Understanding the Finance Investing in Bond Market Investing in Stock Market Risk and Portfolio Management TAX Tax System and Administration in the UK Tax on Individuals National Insurance How to Submit a Self-Assessment Tax Return Fundamentals of Income Tax Advanced Income Tax Payee, Payroll and Wages Value Added Tax Corporation Tax Capital Gain Tax Inheritance Tax Import and Export Double Entry Accounting Management Accounting and Financial Analysis Career as a Tax Accountant in the UK Accreditation This Stock Trading, Forex, Tax and Investment is CPD Certification Service (CPD UK) Accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Disclaimer: The CPD approved Stock Trading, Forex, Tax and Investment courses are owned by E-Learning Solutions Ltd and is distributed under license. Certification Once you've successfully completed this 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. CPD 10 CPD hours / points Accredited by The CPD Certification Service Who is this course for? Anyone with a knack for learning new skills can take this course. While this comprehensive training is popular for preparing people for job opportunities in the relevant fields, it also helps to advance your career for promotions. stock broker trader insurance broker sales and trading executive insurance broker and risk management officer Requirements You don't require any previous experience to enrol in this course. This course is open to everyone. Career path This bundle will provide the learners with new skills to advance their careers and pave the way for many more exciting jobs - Entry Level Trader - £47,503 per annum Professional Trader - £51,049 per annum Senior Trader £110,000 per annum Certificates Digital certificate Digital certificate - Included Hard copy certificate 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.

A company's success depends on the employee, employer, and overall perspective of Compliance and risk management. If a company can identify its issues and act accordingly, the success of the company will be a matter of time only! In this course, we will make you ready for your job if you are willing to launch your career there. Compliance and risk management refer to a process that helps an organisation to know, identify and monitor the risk involved with its action or approach. This course will work as the pathway to learning the concept of Compliance and risk management, which will definitely help you enhance your knowledge and accelerate your career. This course is prepared to provide the knowledge required to gain mastery of the topic. It starts with the introductory part of the course and gradually marches towards the core concepts of Compliance and risk management. Every possible aspect of the topic is covered in this course so that our learners can attain the best of it. We have divided this course into multiple learner-friendly segments, which will help you thoroughly understand the concept and gain mastery of it. If you want to boost your knowledge and ensure growth with new skills in your bucket, then enrol now! Learning Outcome: This course is going to prepare you for the following: Acquire the key concepts of Compliance and Risk Management Learn the basic elements of Compliance Know the management and ethical issues involved with Compliance and Management Get to know everything about the nature, types and classifications of risks Identify efficient ways of risk assessment Obtain in-depth knowledge of Compliance and Risk Management Key Features Accredited by CPD Instant e-certificate Fully online, interactive Compliance and Risk Management course with audio voiceover Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Free Gifts Life Coaching Course Enrol now in this Compliance and Risk Management course to excel! To become successful in your profession, you must have a specific set of skills to succeed in today's competitive world. In this in-depth Compliance and Risk Management training course, you will develop the most in-demand skills to kickstart your career, as well as upgrade your existing knowledge & skills. The curriculum of the Compliance and Risk Management course has been designed by experts with years of experience behind them which is extremely dynamic and well-paced to help you understand the subject matter with ease. Course Curriculum Module 01: Introduction to Compliance Module 02: Five basic elements of compliance Module 03: Compliance Management System (CMS) Module 04: Compliance Audit Module 05: Compliance and Ethics Module 06: Risk and Types of Risk Module 07: Introduction to Risk Management Module 08: Risk Management Process Life Coaching Module 01: Life Coaching: The Purpose and Fundamentals Module 02: Develop Your Self-Awareness Module 03: The Development of Core Beliefs and Managing Fears Module 04: Life Coaching Types and Key Attributes of a Life Coach Module 05: Understanding Emotional Intelligence Module 06: Body Language and Communication Techniques Module 07: A Structure for Client Work and Goal Setting Module 08: Basic Principles for Business Development and Growth Module 09: The Ethical Coach: Protect Yourself and Your Clients Accreditation All of our courses, including this Compliance and Risk Management course, are fully CPD UK 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 Compliance and Risk Management course, you will immediately be sent a digital certificate. Also, you can have your printed certificate delivered by post (shipping cost £3.99). CPD 10 CPD hours / points Accredited by The CPD Certification Service Who is this course for? Anyone who genuinely wants to learn more about Compliance and risk management principles should take this course. This course is suitable for- Employer Employee Manager Supervisor Analyst Requirements No prior degree or experience is required to enrol in this course. Career path This online course is ideal for anyone looking to start a career in the field, which includes the following related professions: Compliance Officer - £30K to 50K/year. Risk Manager - £35K to 60K/year. Compliance Analyst - £25K to 45K/year. Audit Manager - £40K to 70K/year. Regulatory Affairs Specialist - £35K to 55K/year. Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

As AML- Anti Money Laundering compliance is a legal requirement for businesses in the UK, the demand for AML consultants and experts is at its peak and is expected to rise even further. Accordingly, if you want to secure yourself in an in-demand and rewarding career path, then this AML - Anti Money Laundering Training could be the perfect choice for you! Our AML- Anti Money Laundering bundle starts with the basics of AML and gradually progresses towards advanced topics. Therefore, each lesson of this AML is intuitive and easy to understand. Why would you choose the AML - Anti Money Laundering course: Lifetime access to AML - Anti Money Laundering course materials Full tutor support is available from Monday to Friday with the AML - Anti Money Laundering course Learn AML - Anti Money Laundering skills at your own pace from the comfort of your home Gain a complete understanding of AML - Anti Money Laundering course Diploma in Anti-Money Laundering (AML) at QLS Level 5 Module 01: Introduction to Money Laundering Module 02: Proceeds of Crime Act 2002 Module 03: Development of Anti-Money Laundering Regulation Module 04: Responsibility of the Money Laundering Reporting Officer Module 05: Risk-based Approach Module 06: Customer Due Diligence Module 07: Record Keeping Module 08: Suspicious Conduct and Transactions Module 09: Awareness and Training Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for Free to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS), a UK-based organisation that sets standards for non-regulated training and learning, has endorsed this course for its high-quality, non-regulated provision and training programmes. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. CPD 150 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is ideal for: AML Analyst AML Officer AML Manager Process Trainer AML Training Assistant Requirements To enrol in this AML - Anti Money Laundering course, all you need is a basic understanding of the English Language and an internet connection. Career path The AML - Anti Money Laundering course will enhance your knowledge and improve your confidence in exploring opportunities in various sectors related to AML - Anti Money Laundering. Anti-Money Laundering Analyst Portfolio Operations Specialist Quality Control Analyst Fraud Monitoring Associate Investigations Specialist Compliance Investigator Financial Reporting Analyst Certificates CDP Accerdited PDF Certificate Digital certificate - Included CDP Accerdited Hardcopy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each QLS Endorsed Hard Copy Certificate Hard copy certificate - £109

If you want to gain a solid understanding of SQL Basic, SQL Database Developement & SQL Server Development and fast track your dream career, then take a step in the right direction with this industry-standard, comprehensive course designed by expert instructors. Dedicated tutor support and 24/7 customer support are available to all students with this premium quality course. Get the help you require and the answers to all your queries throughout the comprehensive syllabus of this course. This premium online course ensures your professional development with CPD accreditation. You'll have the privilege of learning in your own time, at your own pace and earning an accredited certification. With this programme, success becomes a lot easier that enables you to monetise your skills. This course is designed for both part-time and full-time students and can be completed at a pace that suits your learning style. This course is developed by industry experts and is packed with several insightful modules to give you a proper understanding and allow you to accelerate your career. Why People Love And Enrol The Course From One Education Eligibility for an CPD-accredited certificate on successful completion of this course Learning materials of our course contains engaging voiceover and visual elements for your comfort Freedom to study at your own pace 24/7 access to the course materials for 12 months Full Tutor support on weekdays (Monday - Friday) This masterclass online training course is designed by industry experts and will give you an in-depth understanding of this topic. The course features easy-to-digest modules that break down each topic and ensure all our students receive an unrivalled and thorough learning experience. If you want to work in this rapidly growing sector and stand out from the competition, then our course is the perfect place to kickstart your dream career. On the course, we guarantee that you will gain relevant skills and acquire tremendous knowledge on the subject. The certificate you'll achieve after completing the course will help you land the job you want in a related field. Enjoy a pleasant and professional 100% online learning experience and enrol in our course today and take control of your career! Course Curriculum: Here is a curriculum breakdown of the course: Server: Basic Microsoft Server Unit 01: Course and Instructor Introduction Unit 02: Laying out the foundation in Overview & Installation Unit 03: Core concepts - Taming the RDBMS beast! Unit 04: Tool of the trade in Server Management Studio Unit 05: Simple SELECT in Unit 06: Filtering out unwanted data in Unit 07: Expressions and Functions in Unit 08: Getting data out of multiple tables in Unit 09: Summarizing and Grouping data in Unit 10: Bonus My Database Development Unit 01: Introduction My Unit 02: Manipulating Tables and Data - CRUD Operations in Unit 03: Relationships and Foreign Keys Unit 04: Aggregate Functions in Microsoft Server Development for Everyone Server: Introduction Server: Manipulating Tables and Data in Server Server: Relationships and Foreign Keys in Server Server: Group By and Aggregate Functions in Server Server: Advanced Server Objects and Concepts Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The training course is ideal for highly motivated individuals who want to enhance their professional skills and train for the job they want! This course also suits people aspiring for some in-depth knowledge on this topic and keep up to date with the latest information. Study the course today and increase your professional skillset from the comfort of your home! Requirements There are no formal entry requirements for thecourse, with enrollment open to anyone! Anyone and everyone with a knack for learning can enrol on this course without any hesitation. Learn online from any internet device, including your computer, tablet or smartphone. Study when it suits you and complete the SQL Basic, SQL Database Developement & SQL Server Development course at your own pace. All students must have a passion for learning and literacy, as well as being over the age of 16. Career path Studying the course is designed to help you get the job of your dreams, or even that promotion you've always wanted! Learn the essential skills and knowledge you need to exceed in your professional life with the help & guidance from our course.

In a world where artificial intelligence is becoming increasingly important, learning the skills needed to build your own neural networks is more crucial than ever. Imagine having the ability to create your own neural network and train it to perform complex tasks. With our Project on Deep Learning - Artificial Neural Network course, you can do just that. In this course, you'll learn how to build your own artificial neural network from scratch, using Python. From installing the necessary packages to data preprocessing and encoding, you'll discover how to prepare your data for neural network training. You'll also gain a deeper understanding of the steps involved in building your own artificial neural network and learn how to make predictions using your model. So if you're ready to unlock the power of deep learning and take your skills to the next level, enrol in our Project on Deep Learning - Artificial Neural Network course today and start building your own neural networks. Learning Outcomes: Gain a solid understanding of artificial neural networks and their applications in deep learning. Learn how to install the necessary packages and preprocess data for neural network training. Discover how to encode data and build your own artificial neural network using Python. Understand the steps involved in making predictions using your neural network model. Learn how to deal with imbalanced data in your neural network training. The Project on Deep Learning - Artificial Neural Network course is designed to provide you with the skills and knowledge you need to build your own neural network and perform complex tasks using deep learning. You'll learn how to install the necessary packages, preprocess data, and encode data for neural network training. You'll also gain a deeper understanding of artificial neural networks and learn how to build your own model using Python. By the end of the course, you'll be able to make predictions using your neural network model and understand how to deal with imbalanced data in your training. ⊱⊱ Project on Deep Learning - Artificial Neural Network Course Curriculum Section 01: Introduction Section 02: ANN Installation Section 03: Data Preprocessing Section 04: Data Encoding Section 05: Steps to Build ANN Section 06: Predictions and Imbalance-Learn How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Data analysts who want to expand their skills in deep learning and artificial neural networks. Programmers who want to learn how to build their own neural network models for advanced tasks. Entrepreneurs who want to develop their own deep learning-based applications. Students who want to enhance their skills in deep learning and prepare for a career in the field. Anyone who wants to explore the world of artificial neural networks and deep learning projects. Career path Data Analyst: £24,000 - £45,000 Machine Learning Engineer: £28,000 - £65,000 Deep Learning Engineer: £30,000 - £75,000 Technical Lead: £40,000 - £90,000 Chief Technology Officer: £90,000 - £250,000 Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.

If you want to gain a solid understanding of SQL Basic, SQL Database Developement & SQL Server Development and fast track your dream career, then take a step in the right direction with this industry-standard, comprehensive course designed by expert instructors. Dedicated tutor support and 24/7 customer support are available to all students with this premium quality course. Get the help you require and the answers to all your queries throughout the comprehensive syllabus of this course. This premium online course ensures your professional development with CPD accreditation. You'll have the privilege of learning in your own time, at your own pace and earning an accredited certification. With this programme, success becomes a lot easier that enables you to monetise your skills. This course is designed for both part-time and full-time students and can be completed at a pace that suits your learning style. This course is developed by industry experts and is packed with several insightful modules to give you a proper understanding and allow you to accelerate your career. Why People Love And Enrol The Course From One Education Eligibility for an CPD-accredited certificate on successful completion of this course Learning materials of our course contains engaging voiceover and visual elements for your comfort Freedom to study at your own pace 24/7 access to the course materials for 12 months Full Tutor support on weekdays (Monday - Friday) This masterclass online training course is designed by industry experts and will give you an in-depth understanding of this topic. The course features easy-to-digest modules that break down each topic and ensure all our students receive an unrivalled and thorough learning experience. If you want to work in this rapidly growing sector and stand out from the competition, then our course is the perfect place to kickstart your dream career. On the course, we guarantee that you will gain relevant skills and acquire tremendous knowledge on the subject. The certificate you'll achieve after completing the course will help you land the job you want in a related field. Enjoy a pleasant and professional 100% online learning experience and enrol in our course today and take control of your career! Course Curriculum: Here is a curriculum breakdown of the course: Server: Basic Microsoft Server Unit 01: Course and Instructor Introduction Unit 02: Laying out the foundation in Overview & Installation Unit 03: Core concepts - Taming the RDBMS beast! Unit 04: Tool of the trade in Server Management Studio Unit 05: Simple SELECT in Unit 06: Filtering out unwanted data in Unit 07: Expressions and Functions in Unit 08: Getting data out of multiple tables in Unit 09: Summarizing and Grouping data in Unit 10: Bonus My Database Development Unit 01: Introduction My Unit 02: Manipulating Tables and Data - CRUD Operations in Unit 03: Relationships and Foreign Keys Unit 04: Aggregate Functions in Microsoft Server Development for Everyone Server: Introduction Server: Manipulating Tables and Data in Server Server: Relationships and Foreign Keys in Server Server: Group By and Aggregate Functions in Server Server: Advanced Server Objects and Concepts Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The training course is ideal for highly motivated individuals who want to enhance their professional skills and train for the job they want! This course also suits people aspiring for some in-depth knowledge on this topic and keep up to date with the latest information. Study the course today and increase your professional skillset from the comfort of your home! Requirements There are no formal entry requirements for thecourse, with enrollment open to anyone! Anyone and everyone with a knack for learning can enrol on this course without any hesitation. Learn online from any internet device, including your computer, tablet or smartphone. Study when it suits you and complete the SQL Basic, SQL Database Developement & SQL Server Development course at your own pace. All students must have a passion for learning and literacy, as well as being over the age of 16. Career path Studying the course is designed to help you get the job of your dreams, or even that promotion you've always wanted! Learn the essential skills and knowledge you need to exceed in your professional life with the help & guidance from our course.

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Welcome to the course Introduction 00:02:00 Setting up R Studio and R crash course Installing R and R studio 00:05:00 Basics of R and R studio 00:10:00 Packages in R 00:10:00 Inputting data part 1: Inbuilt datasets of R 00:04:00 Inputting data part 2: Manual data entry 00:03:00 Inputting data part 3: Importing from CSV or Text files 00:06:00 Creating Barplots in R 00:13:00 Creating Histograms in R 00:06:00 Basics of Statistics Types of Data 00:04:00 Types of Statistics 00:02:00 Describing the data graphically 00:11:00 Measures of Centers 00:07:00 Measures of Dispersion 00:04:00 Introduction to Machine Learning Introduction to Machine Learning 00:16:00 Building a Machine Learning Model 00:08:00 Data Preprocessing for Regression Analysis Gathering Business Knowledge 00:03:00 Data Exploration 00:03:00 The Data and the Data Dictionary 00:07:00 Importing the dataset into R 00:03:00 Univariate Analysis and EDD 00:03:00 EDD in R 00:12:00 Outlier Treatment 00:04:00 Outlier Treatment in R 00:04:00 Missing Value imputation 00:03:00 Missing Value imputation in R 00:03:00 Seasonality in Data 00:03:00 Bi-variate Analysis and Variable Transformation 00:16:00 Variable transformation in R 00:09:00 Non Usable Variables 00:04:00 Dummy variable creation: Handling qualitative data 00:04:00 Dummy variable creation in R 00:05:00 Correlation Matrix and cause-effect relationship 00:10:00 Correlation Matrix in R 00:08:00 Linear Regression Model The problem statement 00:01:00 Basic equations and Ordinary Least Squared (OLS) method 00:08:00 Assessing Accuracy of predicted coefficients 00:14:00 Assessing Model Accuracy - RSE and R squared 00:07:00 Simple Linear Regression in R 00:07:00 Multiple Linear Regression 00:05:00 The F - statistic 00:08:00 Interpreting result for categorical Variable 00:05:00 Multiple Linear Regression in R 00:07:00 Test-Train split 00:09:00 Bias Variance trade-off 00:06:00 Test-Train Split in R 00:08:00 Regression models other than OLS Linear models other than OLS 00:04:00 Subset Selection techniques 00:11:00 Subset selection in R 00:07:00 Shrinkage methods - Ridge Regression and The Lasso 00:07:00 Ridge regression and Lasso in R 00:12:00 Classification Models: Data Preparation The Data and the Data Dictionary 00:08:00 Importing the dataset into R 00:03:00 EDD in R 00:11:00 Outlier Treatment in R 00:04:00 Missing Value imputation in R 00:03:00 Variable transformation in R 00:06:00 Dummy variable creation in R 00:05:00 The Three classification models Three Classifiers and the problem statement 00:03:00 Why can't we use Linear Regression? 00:04:00 Logistic Regression Logistic Regression 00:08:00 Training a Simple Logistic model in R 00:03:00 Results of Simple Logistic Regression 00:05:00 Logistic with multiple predictors 00:02:00 Training multiple predictor Logistic model in R 00:01:00 Confusion Matrix 00:03:00 Evaluating Model performance 00:07:00 Predicting probabilities, assigning classes and making Confusion Matrix in R 00:06:00 Linear Discriminant Analysis Linear Discriminant Analysis 00:09:00 Linear Discriminant Analysis in R 00:09:00 K-Nearest Neighbors Test-Train Split 00:09:00 Test-Train Split in R 00:08:00 K-Nearest Neighbors classifier 00:08:00 K-Nearest Neighbors in R 00:08:00 Comparing results from 3 models Understanding the results of classification models 00:06:00 Summary of the three models 00:04:00 Simple Decision Trees Basics of Decision Trees 00:10:00 Understanding a Regression Tree 00:10:00 The stopping criteria for controlling tree growth 00:03:00 The Data set for this part 00:03:00 Importing the Data set into R 00:06:00 Splitting Data into Test and Train Set in R 00:05:00 Building a Regression Tree in R 00:14:00 Pruning a tree 00:04:00 Pruning a Tree in R 00:09:00 Simple Classification Tree Classification Trees 00:06:00 The Data set for Classification problem 00:01:00 Building a classification Tree in R 00:09:00 Advantages and Disadvantages of Decision Trees 00:01:00 Ensemble technique 1 - Bagging Bagging 00:06:00 Bagging in R 00:06:00 Ensemble technique 2 - Random Forest Random Forest technique 00:04:00 Random Forest in R 00:04:00 Ensemble technique 3 - GBM, AdaBoost and XGBoost Boosting techniques 00:07:00 Gradient Boosting in R 00:07:00 AdaBoosting in R 00:09:00 XGBoosting in R 00:16:00 Maximum Margin Classifier Content flow 00:01:00 The Concept of a Hyperplane 00:05:00 Maximum Margin Classifier 00:03:00 Limitations of Maximum Margin Classifier 00:02:00 Support Vector Classifier Support Vector classifiers 00:10:00 Limitations of Support Vector Classifiers 00:01:00 Support Vector Machines Kernel Based Support Vector Machines 00:06:00 Creating Support Vector Machine Model in R The Data set for the Classification problem 00:01:00 Importing Data into R 00:08:00 Test-Train Split 00:09:00 Classification SVM model using Linear Kernel 00:16:00 Hyperparameter Tuning for Linear Kernel 00:06:00 Polynomial Kernel with Hyperparameter Tuning 00:10:00 Radial Kernel with Hyperparameter Tuning 00:06:00 The Data set for the Regression problem 00:03:00 SVM based Regression Model in R 00:11:00 Assessment Assessment - Machine Learning Masterclass 00:10:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Level 2 Certificate in Principles of Working with Individuals with Learning Difficulties - Free Certificate Discover the secrets to successfully supporting individuals with learning difficulties! Join our comprehensive Level 2 Certificate in Principles of Working with Individuals with Learning Difficulties course, designed for people like you who are passionate about making a difference. In this engaging and interactive learning journey with the Level 2 Certificate in Principles of Working with Individuals with Learning Difficulties course, you'll delve into essential knowledge, techniques, and strategies for fostering positive outcomes for those with learning difficulties. By mastering these tools, you'll be well-equipped to create supportive, inclusive environments that enable growth and success. Course Highlights: The key learning outcomes of the Level 2 Certificate in Principles of Working with Individuals with Learning Difficulties are: Understand the nature of learning difficulties and their impact on daily life Explore effective communication methods for enhanced interaction Learn how to design and adapt materials to meet diverse learning needs Develop skills for building trust and rapport to encourage progress Gain insights into effective collaboration with family members and professionals Key Features CPD Certified Free PDF Certificate included Lifetime Access Don't miss this opportunity to gain valuable expertise in the field of learning difficulties. Sign up today for this Level 2 Certificate in Principles of Working with Individuals with Learning Difficulties course and empower yourself to make a real difference in the lives of those who need it most. Register now and unlock your potential for greatness! Level 2 Certificate in Principles of Working with Individuals with Learning Difficulties Module 1: Autism Spectrum Disorder (ASD) Module 2: Learning Difficulties Related to Autism Module 3. Autism Diagnosis Module 4. Cognitive Approaches in Autism Module 5. Dealing with Autistic Individuals Module 6. Other Considerations for Dealing with Autistic Individuals Module 7. Engagement in Autism Awareness Level 2 Certificate in Principles of Working with Individuals with Learning Difficulties This Level 2 Certificate in Principles of Working with Individuals with Learning Difficulties is CPD Certified and after completing this course, you will get a free PDF Certificate. CPD 20 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Please Note: This Level 2 Certificate in Principles of Working with Individuals with Learning Difficulties course is not a regulated course or doesn't provide professional qualification. It only provides essential knowledge about Working with Individuals with Learning Difficulties. For a regulated course, you can also choose: Level 2 Certificate in Principles of Working with Individuals with Learning Difficulties (RQF). Career path EYFS Teaching Assistant Primary Teachers Initial Teacher SEN Teaching Assistant Certificates Certificate of completion Digital certificate - Included

Dynamic Stakeholder Engagement Stakeholder engagement is one of the most important success criteria of any project or change initiative, yet it is often subsidiary to other processes or Participantd downward to managers and staff. Worse yet, it can be set up as a step-by-step, mechanical or uni-directional push communication process. Engaging stakeholders is a planned and highly adaptive organic process that seeks to touch each individual impacted by the change. Successful stakeholder engagement guides individuals to find and communicate their own motivation, embrace the change, and carry it forward. It is that dynamic that causes the change to happen and progress. This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU.

Master the art of hybrid team management with our comprehensive course. Learn effective techniques for transitioning, team building, and driving high performance in a hybrid work environment. Elevate your leadership skills and optimize your team’s effectiveness in today’s dynamic work landscape.