164 Learning To Learn courses

Overview With the ever-increasing demand for Learning Disabilities in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Learning Disabilities may be. Learning about Learning Disabilities or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Learning Disabilities . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Learning Disabilities is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Learning Disabilities course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Learning Disabilities course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Learning Disabilities course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Learning Disabilities , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Learning Disabilities , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Learning Disabilities , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Learning Disabilities course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams.    Course Curriculum Chapter 1 Learning Disabilities - History and Background Learning Disabilities - History and Background 00:00 Chapter 2 Learning Strategies Learning Strategies 00:00 Chapter 3 What are Learning Disabilities What are Learning Disabilities 00:00 Chapter 4 Working Through Learning Disabilities Working Through Learning Disabilities 00:00

🚀 Unleash Your Potential with Neuro-Linguistic Programming Mastery Certification! 🚀 Are you ready to embark on a transformative journey that will revolutionize your personal and professional life? Welcome to the Neuro-Linguistic Programming Mastery Certification, where you'll discover the keys to unlocking your full potential and achieving unparalleled success!   🧠What is Neuro-Linguistic Programming (NLP), and why is it essential for your success? NLP is the art and science of understanding how people organize their thinking, feeling, language, and behavior to produce the results they do. Mastering NLP empowers you to communicate effectively, eliminate self-limiting beliefs, and create lasting positive change in your life and the lives of others.   🌟 Why Choose Our Neuro-Linguistic Programming Mastery Certification Course? ✨ Comprehensive Curriculum: Our expertly crafted curriculum covers the core principles of NLP, including language patterns, rapport-building techniques, anchoring, reframing, and more. You'll gain a deep understanding of how the mind works and develop the skills to influence and inspire. ✨ Interactive Learning: Engage in dynamic, hands-on exercises and real-world applications that bring NLP concepts to life. Our course is designed to ensure you not only understand the theory but can apply it confidently in any situation. ✨ Expert Instructors: Learn from seasoned NLP practitioners who have successfully applied these techniques in various fields. Benefit from their insights, practical tips, and personalized feedback to accelerate your learning. ✨ Certification: Earn a prestigious Neuro-Linguistic Programming Mastery Certification upon completion of the course. Showcase your expertise and stand out in your personal and professional endeavors. ✨ Lifetime Access: Enjoy lifetime access to course materials, updates, and a supportive community. Your learning journey doesn't end with the course-it's a lifelong resource for continual growth.   🎓 Who Should Enroll? Whether you're a professional looking to enhance your communication skills, a coach seeking powerful tools for client transformation, or an individual committed to personal development, this course is tailor-made for you.   💥 Ready to Take the Next Step? Invest in yourself and unlock the doors to success with the Neuro-Linguistic Programming Mastery Certification. Join a community of like-minded individuals dedicated to personal and professional excellence.   Don't miss this opportunity to revolutionize your life! Enroll now and embark on a journey to NLP mastery. Your success story begins here. Course Curriculum Module 1 Basics of Neuroplasticity Introduction to the Programme Part 1 00:50 Introduction to the Programme Part 2 02:46 Neuroplasticity How does it work 02:48 Module 2 Neuroplasticity Exercises Being Conscious Exercise for Mindfulness 03:49 Neuroplasticity Exercises - Physical 02:27 Just Before Moving Ahead 00:57 Neuroplasticity Exercises - Emotional 06:16 Neuroplasticity Exercises - Social 03:15 Neuroplasticity Exercises - Spiritual 03:43 Module 3 Neuroplasticity in Special Conditions Neuroplasticity Exercises for Anxiety and Depression 04:22 Neuroplasticity Exercises for Procrastination 00:00 Neuroplasticity Exercises for Bad Habits 00:00 Neuroplasticity Exercises to Improve Memory 00:00 Neuroplasticity Exercises for Kids 00:00

Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents, and interests with our special Adult Learning Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides the professional training that employers are looking for in today's workplaces. The Adult Learning Course is one of the most prestigious training offered at Skillwise and is highly valued by employers for good reason. This Adult Learning Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Adult Learning Course, like every one of Study Hub's courses, is meticulously developed and well-researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At Skillwise, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from Skillwise, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Adult Learning? Unlimited access to the course forever Digital Certificate, Transcript, and student ID are all included in the price Absolutely no hidden fees Directly receive CPD-accredited qualifications after course completion Receive one-to-one assistance every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Adult Learning there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for free. Original Hard Copy certificates need to be ordered at an additional cost of £8. Who is this course for? This Adult Learning course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skills. Prerequisites This Adult Learning does not require you to have any prior qualifications or experience. You can just enroll and start learning. This Adult Learning was made by professionals and it is compatible with all PCs, Macs, tablets, and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as a bonus, you will be able to pursue multiple occupations. This Adult Learning is a great way for you to gain multiple skills from the comfort of your home. Module 01: Introduction to Adult Learner and Adult Learning Introduction to Adult Learner and Adult Learning 00:12:00 Module 02: Understanding Learning Theories Understanding Learning Theories 00:10:00 Module 03: Andragogy: A Theory of Adult Learning Andragogy: A Theory of Adult Learning 00:10:00 Module 04: Approaches to Adult Learning Approaches to Adult Learning 00:21:00 Module 05: Teaching Adults Teaching Adults 00:18:00 Module 06: Adult Learning Process and Practice Adult Learning Process and Practice 00:15:00 Module 07: Planning Programs for Adults Planning Programs for Adults 00:12:00 Module 08: Designing Learning Experiences Designing Learning Experiences 00:12:00 Module 09: Facilitating Adult Learning Facilitating Adult Learning 00:10:00 Module 10: Adult Learning in the Digital Age Adult Learning in the Digital Age 00:10:00 Module 11: Innovation and Issues in Adult Learning Innovation and Issues in Adult Learning 00:15:00 Module 12: The Provision of Adult Education and Lifelong Learning in the United Kingdom The Provision of Adult Education and Lifelong Learning in the United Kingdom 00:07:00

🚀 Unlock the Power of Data with Our Machine Learning Course! 🤖 Are you ready to dive into the revolutionary world of Machine Learning? Welcome to our comprehensive course designed to equip you with the skills and knowledge needed to harness the potential of data-driven decision-making. 🎓 Machine Learning has rapidly emerged as one of the most transformative technologies of the 21st century. From powering intelligent virtual assistants to revolutionizing healthcare diagnostics, its applications are boundless. With our expertly crafted course, you'll embark on a journey that will demystify the complexities of Machine Learning and empower you to leverage its capabilities for diverse purposes. 💡 Why Machine Learning? In today's data-driven world, organizations across industries are seeking professionals who can extract actionable insights from vast amounts of data. Machine Learning offers the tools and techniques necessary to analyze complex datasets, identify patterns, and make predictions with unprecedented accuracy. By mastering Machine Learning, you'll gain a competitive edge in the job market and position yourself as a valuable asset to any organization. 📈 What You'll Learn: Our Machine Learning course covers a wide array of topics, including: Fundamentals of Machine Learning algorithms Supervised, unsupervised, and reinforcement learning techniques Data preprocessing and feature engineering Model evaluation and validation Deep learning and neural networks Practical applications and case studies With hands-on projects and real-world examples, you'll not only understand the theory behind Machine Learning but also gain practical experience in implementing algorithms and solving complex problems. Whether you're a beginner or an experienced data professional, our course is tailored to accommodate learners of all levels. 📊 Who is this for? Our Machine Learning course is ideal for: Aspiring data scientists and analysts Software engineers looking to transition into Machine Learning roles Business professionals seeking to leverage data for strategic decision-making Students and academics interested in exploring the forefront of technology No matter your background or experience level, our course provides a solid foundation in Machine Learning principles and techniques, setting you on the path to success in this rapidly evolving field. 🌟 Career Path: By mastering Machine Learning, you'll open doors to a myriad of exciting career opportunities, including: Data Scientist Machine Learning Engineer AI Researcher Business Intelligence Analyst Data Engineer With the demand for Machine Learning professionals on the rise, employers are actively seeking individuals with the skills and expertise to drive innovation and deliver impactful solutions. Whether you're looking to advance your current career or embark on a new professional journey, our course will equip you with the tools and knowledge needed to thrive in today's competitive job market. 💼 FAQ: Q: Is prior programming experience required to enroll in the course? A: While prior programming experience can be beneficial, our course is designed to accommodate learners of all backgrounds. We provide comprehensive tutorials and resources to help you grasp the fundamentals of programming and get started with Machine Learning. Q: How long does it take to complete the course? A: The duration of the course varies depending on your pace and level of commitment. On average, most learners complete the course within 3 to 6 months. However, you have the flexibility to study at your own pace and revisit materials as needed. Q: Are there any prerequisites for enrolling in the course? A: While there are no strict prerequisites, familiarity with basic mathematics, statistics, and programming concepts can be advantageous. We provide supplementary materials and support to help you build the necessary foundation for success in the course. Q: Will I receive a certificate upon completion of the course? A: Yes, upon successfully completing the course requirements, you'll receive a certificate of completion that validates your proficiency in Machine Learning concepts and techniques. This certificate can enhance your credentials and demonstrate your expertise to potential employers. Q: How does the course structure accommodate working professionals? A: Our course offers flexible scheduling options, allowing you to balance your studies with your professional and personal commitments. With on-demand access to course materials and resources, you can learn at your own convenience and progress at a pace that suits your lifestyle. Don't miss out on the opportunity to unlock your full potential with our Machine Learning course! Enroll today and embark on a transformative journey that will shape the future of your career. 🌐✨ Course Curriculum Module 1_ Introduction to Machine Learning Introduction to Machine Learning 00:00 Module 2_ Linear Regression Linear Regression 00:00 Module 3_ Logistic Regression Logistic Regression 00:00 Module 4_ Decision Trees and Random Forests Decision Trees and Random Forests 00:00 Module 5_ Support Vector Machines (SVMs) Support Vector Machines (SVMs) 00:00 Module 6_ k-Nearest Neighbors (k-NN) k-Nearest Neighbors (k-NN) 00:00 Module 7_ Naive Bayes Naive Bayes 00:00 Module 8_ Clustering Clustering 00:00 Module 9_ Dimensionality Reduction Dimensionality Reduction 00:00 Module 10_ Neural Networks Neural Networks 00:00

If you want to learn about Supporting Collective and Social Learning, then this course is meant for you. Social learning is a continuous and never-ending journey. We are living in a technology-advanced era where everything might change without you knowing. To be able to cope up with this, it is important that you adapt to changes, especially on the social norms and trends. Thus, this course is created for you to learn various aspects of social learning and social skills. Take this opportunity to learn about social learning to identify and use social learning tools. Know more about modelling and observation in this course that will help you understand effective social learning skills. Course Highlights Supporting Collective and Social Learning Skills Diploma is an award-winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain the necessary skills to perform well in this field. We have packed Supporting Collective and Social Learning Skills Diploma into 13 modules for teaching you everything you need to become successful in this profession. To provide you with ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 10hours, 40minutes and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Supporting Collective and Social Learning Skills Diploma Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Entrepreneurs, students, adventurers, the dreamers or individuals who are interested in learning the techniques of goal setting. Supporting Collective and Social Learning Skills Diploma is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Supporting Collective and Social Learning Skills Diploma is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume.   Module One - Getting Started 00:30:00 Module Two - Setting the Right Group Dynamic (I) 01:00:00 Module Three - Setting the Right Group Dynamic (II) 01:00:00 Module Four - Develop a Social Learning Culture at Work (I) 00:30:00 Module Five - Develop a Social Learning Culture at Work (II) 01:00:00 Module Six - Develop a Culture of Social Learning at Work (III) 01:00:00 Module Seven - Role Playing (I) 01:00:00 Module Eight - Role Playing (II) 00:30:00 Module Nine - Utilizing the Right Tools (I) 01:00:00 Module Ten - Utilizing the Right Tools (II) 00:30:00 Module Eleven - Modeling and Observational Learning 01:00:00 Module Twelve - Wrapping Up 01:00:00 Activities Activities 00:00:00 Mock Exam Mock Exam- Supporting Collective and Social Learning Skills Diploma 00:20:00 Final Exam Final Exam- Supporting Collective and Social Learning Skills Diploma 00:20:00

Description Explore the various ways and methods of learning and choose the appropriate learning styles for you by studying the Learning and Development Course. Each learner is different. Therefore learning style is also different for all. A learning style may works on a particular student while another student many benefited from another learning methods. The course focuses on different types of study skill methods, strategies of reading, taking notes, study from books, prioritizing, and more. In the course, you will understand the various types of learning styles and able to choose the best types for you. Additionally, the course shows you some of the effective ways of reading the book and taking notes. The advantages of auditory methods and techniques and the use of visual methods for information assimilation will be thoroughly discussed in the course. By the end of the course, you will able to master ASPIRE strategy and able to take critical reflective learning exercise. Assessment: This course does not involve any MCQ test. Students need to answer assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Once the answers are submitted, the instructor will check and assess the work. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Learning and Development Course is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Learning and Development Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Essential Study Skills Introductory video FREE 00:04:00 Types of study Why do you study? 00:05:00 How do you learn? How do you learn? 00:04:00 Acrostics, Acronyms, Analogies and Mnemonics Acrostics 00:03:00 Acronyms 00:02:00 Analogies 00:01:00 Mnemonics 00:04:00 Reading Reading video - styles & methods 00:06:00 Condensing and Summarising Keywords 00:03:00 Tree structures/diagrams 00:01:00 Spider diagrams 00:02:00 Mind maps 00:02:00 Concept maps 00:02:00 Cue Methods Flash cards 00:02:00 Note taking Skeleton prose 00:04:00 The Cornell Note Taking System 00:03:00 Studying from books PQRST & SQ3R methods 00:07:00 Prioritisation The traffic light approach 00:03:00 Visual methods Method of Loci 00:06:00 The peg or hook system 00:01:00 Auditory Auditory approaches 00:03:00 Don't miss anything out! BRG 00:02:00 PEE 00:02:00 A general strategy The ASPIRE approach 00:03:00 Summary Summary video 1 00:10:00 Summary video 2 00:08:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Description: Lunchtime shouldn't be a time for 'switching off'. Lunch-and-learn events, sometimes called brown-bag seminar, 'switch on' opportunities to explore helpful topics that often fall by the wayside for lack of time. This Lunch & Learn Program Development Course will give you all the ideas how to create lunch and learn program that creates opportunities for learning that might not otherwise happen. You will learn how to develop a promotion plan for your organization, develop and deliver a lunch and learn session. So, develop your skills and knowledge by joining this course. Learning Outcomes: Narrate the benefits of launching a Lunch and Learn Program Display an outline for the targets as well as the expectations of a Lunch Learn Program for the organisation Implement some factors associated with your success so that you can initiate a Lunch and Learn Program for the organisation Improvise a promotion in order to assist your organisation in regard to the Lunch and Learn Program Devise and enlist a worthy Lunch and Learn session topics Manage a Lunch and Learn session for your organisation in a way that is currently being operated Improvise as well as deliver a Lunch and Learn session Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Lunch & Learn Program Development Course is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Lunch & Learn Program Development Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Course Overview 00:15:00 So, What is a Lunch and Learn? 00:15:00 The Underpinnings of Lunch and Learn Programs 00:30:00 Ongoing Administration of a Lunch and Learn Program 00:15:00 Developing a Lunch and Learn Presentation 01:00:00 Mock Exam Mock Exam- Lunch & Learn Program Development Course 00:20:00 Final Exam Final Exam- Lunch & Learn Program Development Course 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

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

Overview This comprehensive course on Speed Learning Training will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Speed Learning Training comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Speed Learning Training. It is available to all students, of all academic backgrounds. Requirements Our Speed Learning Training is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 1 sections • 12 lectures • 00:52:00 total length •Course Promo: 00:03:00 •Lesson 01: Introduction: 00:02:00 •Lesson 02: Skill, Learning, and Acquisition: 00:09:00 •Lesson 03: Smart Learners and Efficient Learning: 00:04:00 •Lesson 04: 10 Remarkable Traits of Successful Learners: 00:04:00 •Lesson 05: Learning Styles to Help You Learn Faster and Smarter: 00:04:00 •Lesson 06: 10 Tactics on Increasing Brain Power, Memory, and Motivation to Learn Better: 00:08:00 •Lesson 07: 8 Powerful Learning Hacks to Boost Your Learning Ability: 00:05:00 •Lesson 08: 5 Hacks to Speed up the Learning Process: 00:03:00 •Lesson 09: 8 Ways to Train Your Brain to Learn Faster and Remember More: 00:04:00 •Lesson 10: Simple Brain Training Habits to Boost Your Brain Power: 00:05:00 •Lesson 11: Conclusion - Final Thoughts & Ideas: 00:01:00

Overview This comprehensive course on Machine Learning with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Machine Learning with Python comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Machine Learning with Python. It is available to all students, of all academic backgrounds. Requirements Our Machine Learning with Python is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 4 sections • 21 lectures • 01:34:00 total length •Introduction to types of ML algorithm: 00:02:00 •SVM - Python Implementation: 00:06:00 •Introduction to types of ML algorithm: 00:02:00 •Importing a dataset in python: 00:02:00 •Resolving Missing Values: 00:06:00 •Managing Category Variables: 00:04:00 •Training and Testing Datasets: 00:07:00 •Normalizing Variables: 00:02:00 •Normalizing Variables - Python Code: 00:03:00 •Summary: 00:01:00 •Simple Linear Regression - How it works?: 00:04:00 •Simple Linear Regreesion - Python Implementation: 00:07:00 •Multiple Linear Regression - How it works?: 00:01:00 •Multiple Linear Regression - Python Implementation: 00:09:00 •Decision Trees - How it works?: 00:05:00 •Random Forest - How it works?: 00:03:00 •Decision Trees and Random Forest - Python Implementation: 00:04:00 •kNN - How it works?: 00:02:00 •kNN - Python Implementation: 00:10:00 •Decision Tree Classifier and Random Forest Classifier in Python: 00:10:00 •SVM - How it works?: 00:04:00