|Course or Certification Name||Category||Location||Mode of learning|
|Learn English (Individual One-on-One Training)||IELTS & Spoken English||Noida , Delhi , Gurgaon , Chandigarh , Bangalore , Hyderabad , Chennai , Ernakulam||Online Classroom|
|Mastering IELTS Writing: Task 2 (Achieve Band 7+ in 5 Hours)||IELTS & Spoken English||Online self study|
|Bol India English BOL||IELTS & Spoken English||Noida , Delhi , Gurgaon , Chandigarh , Bangalore , Hyderabad , Chennai , Ernakulam||Online Classroom|
|Complete 2020 Data Science & Machine Learning Bootcamp||Machine Learning||Online self study|
|Cambridge English Business Certificates BEC Vantage Intermediate Level||IELTS & Spoken English||Certification voucher|
|English Grammar Edge||IELTS & Spoken English||Online self study|
|Complete C# Unity Developer 2D: Learn to Code Making Games||Game development||Online self study|
|Cambridge English Business Certificates BEC Preliminary||IELTS & Spoken English||Certification voucher|
|Vskills Certified Learning and Development (L&D) Manager||Learning & Development||Online self study|
|IELTS Band 7+ Complete Prep Course||IELTS & Spoken English||Online self study|
|Machine Learning Engineer||Machine Learning||Online self study|
|Machine Learning Advance certification Training||Machine Learning||Noida , Delhi , Gurgaon , Chandigarh , Bangalore , Hyderabad , Chennai , Ernakulam||Online Classroom|
|Complete Machine Learning and Data Science: Zero to Mastery||Machine Learning||Online self study|
|Machine Learning A-Z: Hands-On Python & R In Data Science||Machine Learning||Online self study|
|Deep Learning forBusiness||Machine Learning||Online self study|
Beginners Spoken English Course provides the best environment that aid students to improve their fluency, pronunciation, vocabulary and grammar. This course also focuses on reading skills, writing skills, communication skills and listening skills which brings about guaranteed improvement in student's life and career.
Hi Matt, I got my IELTS score yesterday. This course is simply amazing . This was my second time taking the test and I got a 7.5 in Writing with an overall band score of 8.5. Last time I got a 5.5 in writing with an overall band score of 7.5. I improved by 2 band scores due to this course . Thank you so much for your help! Sincerely, Serena An expertly designed IELTS course with almost 3,000 5-star ratings. "This course is a masterpiece" - Eric Pham Hoang Student engagement is six times higher than the average IELTS course . "This is better than any other course I have come across... the presentation is simply superb" - Shiv Shanker A teacher with thousands of hours of 1-to-1 IELTS tuition and hundreds of Skype students. "I am actually finding it a pleasure to study for my IELTS test. Who knew?" - Alexandra Konski Incredible testimonials, with students going from Band 6.0 to Band 7.0/7.5 in a few weeks. Join over 18,000 students from 150+ different countries! All lectures are fully downloadable for access anywhere, any time. 33 lectures, over 5 hours of content, and a coupon code for 10% off Writing Corrections. No risk with a 30-day money-back guarantee. No questions asked. Should I take this course? Have you taken the IELTS Writing exam in the past and not received the Band 7 or above you needed? Are you taking the IELTS Writing exam for the first time and want to have the best essay writing preparation available? Do you want to be taught by an instructor who teaches IELTS Writing every day , and has already helped thousands of students to improve their English and realise their IELTS goals, from Band 6 to Band 8 and beyond? If you answered 'yes' to any of the questions above, then this course is for you. Do not waste time and money on exam after exam after exam. Take this course to improve your English, learn the tips, tools and techniques to get the band score you need, and achieve IELTS Writing success now! How will this course help me? This course will teach you how to write what the IELTS examiners want to read in IELTS Writing Task 2. It is aimed at students who are trying to achieve Band 7, but will also be extremely valuable for any students aiming for Band 6 or Band 8. Even Band 9 students will learn something new here! You might think that the IELTS examiners only care about a wide range of vocabulary, correct spelling and accurate grammar. This is wrong. These are all important, but there is so much more you can do to boost your score. Mastering IELTS Writing: Task 2 tells you exactly what you need to know to succeed in this English language exam. During this course, you will: understand how the IELTS exam, and the writing test in particular, is structured and how it should be approached learn how to write an answer to any Writing Task 2 question after learning how to recognise different question types learn how to manage your time wisely, how to plan your essay effectively, and how to structure your writing appropriately learn how to create 'flow' in your essays so that you can begin to write like a native find out how to increase your range of vocabulary quickly and effectively study the steps you need to take in order to achieve grammatical range and accuracy learn many of the 'secrets of success' that will help you to get the best score possible learn an effective 3-step formula for writing introductions and conclusions, so more time can be spent on the body of the essay begin to feel confident, assured and increasingly prepared for the writing test in your next IELTS exam What do you use to teach your course? There are three key ingredients in the Mastering IELTS Writing: Task 2 course: Lessons. The lessons in this course work . I know this because of the high scores of my past students. The lessons are clear, direct, and focused entirely on improving the quality of your writing skills. We will waste no time. Materials. The materials I have included in this course are the materials which have helped my past students to score band 7 and above in the IELTS exam. These high-quality materials include helpful, clear descriptions of IELTS techniques, model answers to IELTS writing questions, and common mistakes to avoid. Everything you see in this course is a collection of all the techniques I have learnt over the years with my many IELTS students. Teacher . My name is Matt, and I run a website called The IELTS Teacher. I am a British native with a Bachelor's Degree in English, and have been helping students to learn English since 2008. In 2013, I launched The IELTS Teacher. I created this website because I wanted to help students to pass their IELTS exams with lessons via Skype and screen-sharing, as well as Writing Corrections. I have already taught thousands of 1-to-1 IELTS lessons, and helped hundreds of students towards their target scores. Technically speaking, there are actually 4 key ingredients to the course. The 4th ingredient? You! It is you who will take these steps to success, ace the IELTS Writing test, and move on to the next stage of your life! What are you waiting for?
This course helps students develop English speaking skills much faster than group classes and videos. It aims to allow Indian students with good conversation skills so that they speak the language effectively with confidence. Anyone can learn this phone based program. The telephonic practice classes are fully personalized and designed for students in remote areas who are unable to hone the English skills. This course is based on a rigorous modular system so that students can learn in an easy to understand way via various levels of English. If you want to perform well in your career, take up this course.
Welcome to the Complete Data Science and Machine Learning Bootcamp, the only course you need to learn Python and get into data science. At over 40+ hours, this Python course is without a doubt the most comprehensive data science and machine learning course available online. Even if you have zero programming experience, this course will take you from beginner to mastery . Here's why: The course is a taught by the lead instructor at the App Brewery, London's leading in-person programming bootcamp . In the course, you'll be learning the latest tools and technologies that are used by data scientists at Google, Amazon, or Netflix. This course doesn't cut any corners, there are beautiful animated explanation videos and real-world projects to build. The curriculum was developed over a period of three years together with industry professionals, researchers and student testing and feedback. To date, we've taught over 200,000 students how to code and many have gone on to change their lives by getting jobs in the industry or starting their own tech startup. You'll save yourself over $12,000 by enrolling, but get access to the same teaching materials and learn from the same instructor and curriculum as our in-person programming bootcamp. We'll take you step-by-step through video tutorials and teach you everything you need to know to succeed as a data scientist and machine learning professional. The course includes over 35 hours of HD video tutorials and builds your programming knowledge while solving real-world problems. In the curriculum, we cover a large number of important data science and machine learning topics, such as: Data Cleaning and Pre-Processing Data Exploration and Visualisation Linear Regression Multivariable Regression Optimisation Algorithms and Gradient Descent Naive Bayes Classification Descriptive Statistics and Probability Theory Neural Networks and Deep Learning Model Evaluation and Analysis Serving a Tensorflow Model Throughout the course, we cover all the tools used by data scientists and machine learning experts, including: Python 3 Tensorflow Pandas Numpy Scikit Learn Keras Matplotlib Seaborn SciPy SymPy By the end of this course, you will be fluently programming in Python and be ready to tackle any data science project . We'll be covering all of these Python programming concepts: Data Types and Variables String Manipulation Functions Objects Lists, Tuples and Dictionaries Loops and Iterators Conditionals and Control Flow Generator Functions Context Managers and Name Scoping Error Handling By working through real-world projects you get to understand the entire workflow of a data scientist which is incredibly valuable to a potential employer. Sign up today, and look forward to: 178+ HD Video Lectures 30+ Code Challenges and Exercises Fully Fledged Data Science and Machine Learning Projects Programming Resources and Cheatsheets Our best selling 12 Rules to Learn to Code eBook $12,000+ data science & machine learning bootcamp course materials and curriculum Don't just take my word for it, check out what existing students have to say about my courses: One of the best courses I have taken. Everything is explained well, concepts are not glossed over. There is reinforcement in the challenges that helps solidify understanding. I'm only half way through but I feel like it is some of the best money I've ever spent.-Robert Vance I've spent Â£27,000 on University..... Save some money and buy any course available by Philipp! Great stuff guys.-Terry Woodward "This course is amazingly immersive and quite all-inclusive from end-to-end to develop an app! Also gives practicality to apply the lesson straight away and full of fun with bunch of sense of humor, so it's not boring to follow throughout the whole course. Keep up the good work guys!" - Marvin Septianus Great going so far. Like the idea of the quizzes to challenge us as we go along. Explanations are clear and easy to follow-Lenox James Very good explained course. The tasks and challenges are fun to do learn an do! Would recommend it a thousand times.-Andres Ariza I enjoy the step by step method they introduce the topics. Anyone with an interest in programming would be able to follow and program-Isaac Barnor I am learning so much with this course; certainly beats reading older Android Ebooks that are so far out of date; Phillippe is so easy any understandable to learn from. Great Course have recommended to a few people.-Dale Barnes This course has been amazing. Thanks for all the info. I'll definitely try to put this in use. :)-Devanshika Ghosh Great Narration and explanations. Very interactive lectures which make me keep looking forward to the next tutorial-Bimal Becks English is not my native language but in this video, Phillip has great pronunciation so I don't have problem even without subtitles :)-Dreamerx85 Clear, precise and easy to follow instructions & explanations!-Andreea Andrei An incredible course in a succinct, well-thought-out, easy to understand package. I wish I had purchased this course first.-Ian REMEMBERÂ¦ I'm so confident that you'll love this course that we're offering a FULL money back guarantee for 30 days! So it's a complete no-brainer, sign up today with ZERO risks and EVERYTHING to gain. So what are you waiting for? Click the buy now button and join the world's best data science and machine learning course.
Cambridge English: Business Certificates (BEC) is a suite of exams developed by Cambridge University Press and is targeted towards individuals who want to work successfully in international business. This certifications will provide the confidence to communicate with people from all over the world. | This course has been designed for candidates who are preparing to appear for BEC Vantage Intermediate Level exam and prepares them on business English skills | The BEC Vantage certification will help candidates to be recognised globally by top multinational companies and help them during UK visa applications | With high-quality learning modules, this course is aimed at improving your communication skills in English and the certification is aligned with the Common European Framework of Reference of Language (CEFR)
English, spoken or written, is always an important skill when it comes to professional life. But, more important than that is to speak or write grammatically correct English. | This English Grammar Edge course has been designed specifically by professional experts in the industry to provide excellent English writing and reading skills to the candidates | The course offers best-in-the-industry online learning modules and will help learners in their professional development | It covers a wide range of areas like Indianism and how to correct them, various rules in English grammar, and proper use of vocabulary | A course-completion certification is awarded to the candidates
The course has been remastered in Unity 2018! This course started as a runaway success on Kickstarter and has gone on to become the most popular and most watched Unity game development course on Udemy . The course has full English closed-captions throughout . Learn how to create video games using Unity, the world-leading free-to-use game development tool. We start super simple so you need no prior experience of Unity or coding! With our online tutorials, you'll be amazed what you can achieve right from the first moment you start the course. Benefit from our world-class support from both other students, and the GameDevtv team who are regularly engaged in the forums and Q&A section. Go on to build several games including: Laser Defender: A Top-Down Space Shooter with enemies to shoot and dodge; Glitch Garden: A Tower Defense game with different tower types and enemy types, and a basic resources system; TileVania: A fast-paced classic Side-Scrolling Platformer using Unity's Tilemap tool; Block Breaker: A basic "Breakout" style game which introduces Unity's built in physics engine. Prefer to start with 3D games? Check-out our sister course, the Complete C# Unity Developer 3D. Already have some Unity knowledge, and want something more challenging? Check-out our epic RPG Core Combat Creator. More interested in creating 3D models from scratch? Start with our Complete Blender Creator course. Our green leaf logo is a symbol of passion and quality. You will have access to a course forum where you can discuss topics on a course-wide basis, or down to the individual video. Our thriving discussion forum will help you learn and share ideas with other students. Check out our reviews to see how people love this feature. The course is project-based as we believe this is the best way to learn Unity and C#. You will not just be learning dry programming concepts, but applying them immediately to real indie games as you go. All the project files will be included, as well as additional references and resources - you'll never get stuck. There are talking-head videos, powerful diagrams, quality screencasts and more. Oh, and it's just bigger and better than other Unity courses you will find online. See the course length and the reviews. For each demo game you build you will follow this process... Be challenged to build the entire game yourself. Be shown step-by step how to build it. Be challenged to apply, and re-apply your knowledge regularly. You will get full lifetime access for a single one-off fee. The creators are qualified and experienced coders and avid gamers, so are able to explain complex concepts clearly, as well as entertain along the way. You will learn C#, and in turn build a solid foundation for Object Oriented Programming. By the end of the course you'll be very confident in the basics of coding and game development, and hungry to learn more. What this course DOESN'T cover... Whereas this course is already huge, we can't possibly cover everything in that time. Here are some things we will not be covering... Performance optimization. Editor plugins or modifications. Physics engine modification* * Separate mini-course to cover these this now available. Anyone who wants to learn to create games: Unity is a fantastic platform which enables you to make production-quality games. Furthermore these games can be created for Windows, MacOS, iOS, Android and Web from a single source! If you're a complete beginner, we'll teach you all the coding and game design principles you'll need. If you're an artist, we'll teach you to bring your assets to life. If you're a coder, we'll teach you game design principles. Note: access to this course comes with an optional, free community site where you can share games and art assets, as well as connect with other students. Dive in and learn Unity now, you won't be disappointed!
Cambridge English: Business Certificates (BEC) is a suite of exams developed by Cambridge University Press and is targeted towards individuals who want to work successfully in international business. This certifications will provide the confidence to communicate with people from all over the world.
Vskills certification on Learning and Development is designed for L&D Managers so that they can create and execute learning strategies and programs, Implement various learning methods and Design and deliver e-learning courses, workshops, and other trainings.
IELTS Band 7+ Preparation Course IELTS Course Description Do you need a Band 7+? Have you tried repeatedly and not made progress? Do you need an actual guide to Band 7 success? Then our course is just for you as it prepares participants for all parts of the IELTS exam: Listening, Reading, Writing and Speaking modules. It focuses on teaching the skills and techniques required to sit for the test. This course now covers the Academic and General IELTS Exams (Syllabus in Section 1). You can receive winning advice and tactics for both the General and Academic by taking this course. Our strategies are practical and according to our students actually work on the real exam. We have helped thousands of students achieve scores of Band 7-9, jumping from Band 6 to Band 7.5 and Band 6.5 to 8 or 9. We have more than 20 "Assignments" that you can complete to test your knowledge. Recently, Keino Campbell, your instructor, received a 2018 award from UDEMY that ranked him as 2018 TOP PERFORMER in the exam preparation field. Mr Campbell was rated a Top 10% Most Engaging UDEMY Instructor. Our instruction team is comprised of teachers with backgrounds in English, Law, Standardized Exam Design, IELTS Grading, and Test Psychology. I have personally taught the IELTS exam for the past 10 years, lived in 5 different countries, and taught students from all over the world. Note: This is a strategy and tactics course that tells you HOW to succeed and How to apply strategy. We do not sell books and are not book sellers. You must supply your own books we use. Students come to us because we actually show them how to succeed on every part of the exam. We know the exam is challenging, but through our methods you will succeed. Note: When you are taking the course, do not feel compelled to watch every lecture. What I mean is this: If you watch the first lecture that teaches how to do Yes, No, Not Given questions, you do not need to watch the next 3 lectures that also teach on the topic. Some students need more than one lecture because they are IELTS beginners, and others have experience and need just the first lecture. What You Get From This Course 160+ Lectures (30+ Hours of Content) Strategies and Tactics for Each Section Instructor Led Examples of Mastering Each Section Free Participation in Live Course (Limited Time Offer) Contest Entry Into Our Monthly 5 Hour Private Training Giveaway Exam Advice From Past Examiners/Graders Teacher Led Explanations of Each Answer Access To Skills Exercises Writing advice and recommendations (through certain lectures) Speaking advice and recommendations (learn from student reviews) Peer Review Comparisons By the end of this IELTS course, you will: be familiar with all parts of the IELTS Academic or General test have some useful tips to help you achieve your IELTS goals understand how the IELTS test is assessed know how to produce a Band 7 -8 Level Task 1 and Task 2 be able to complete Reading Passages in under 20 minutes with 85% accuracy effectively scan for keyword sentences in Reading recognize when answers are given in the Listening Section understand grader expectations to receive and extremely high score Course Structure TIE, LLC IELTS Band 7+ Training Course is organized by skill: Listening, Reading, Writing, and Speaking. 1. A review of the exam section 2. A review of the strategies and tactics to give and select high quality answers 3. Teacher led application of all strategy methods Course for General and Academic You just need to look at the section HEADINGS and they state if the section is Academic or General. The way it basically works is like this. 1. There is a section labeled ACADEMIC READING. 2. After those sections you will find the specific sections labeled GENERAL READING. 3. The Listening section is for both sections. 4. After the Academic Task 1 Writing sections, you will find the sections with the heading Task 1 General Letter 5. Writing Task 2 is the same for both 6. Speaking is the same for both Course Requirements A minimum of Intermediate level English We reference Cambridge books (7-13) to teach the course , but we do not supply them. You can learn by watching the strategy and tactics videos effectively. However, if you want the same books physically, you have to get them. Ability to Actively and Consistently Participate You Need a Score of 7+
As more and more companies are looking to build machine learning products, there is a growing demand for engineers who are able to deploy machine learning models to global audiences. In this program, youâ€™ll learn how to create an end-to-end machine learning product. Youâ€™ll deploy machine learning models to a production environment, such as a web application, and evaluate and update that model according to performance metrics. This program is designed to give you the advanced skills you need to become a machine learning engineer.
This course is an advanced level training on Machine Learning application and algorithms. It will ensure you get hands on experience in multiple and highly used machine learning skills in both supervised and unsupervised learning. This machine learning training ensures you can apply machine learning algorithms like Regression, clustering, classification and recommendation.The unique case study approach ensures you are working hands on with data while you learn. Finally the course trains you in deep learning and Spark Machine learning, skills which are in great demand today.
Become a complete Data Scientist and Machine Learning engineer! Join a live online community of 180,000+ developers and a course taught by industry experts that have actually worked for large companies in places like Silicon Valley and Toronto. This is a brand new Machine Learning and Data Science course just launched January 2020! Graduates of Andrei's courses are now working at Google, Tesla, Amazon, Apple, IBM, JP Morgan, Facebook, + other top tech companies. Learn Data Science and Machine Learning from scratch, get hired, and have fun along the way with the most modern, up-to-date Data Science course on Udemy (we use the latest version of Python, Tensorflow 2.0 and other libraries). This course is focused on efficiency: never spend time on confusing, out of date, incomplete Machine Learning tutorials anymore. We are pretty confident that this is the most comprehensive and modern course you will find on the subject anywhere (bold statement, we know). This comprehensive and project based course will introduce you to all of the modern skills of a Data Scientist and along the way, we will build many real world projects to add to your portfolio. You will get access to all the code, workbooks and templates (Jupyter Notebooks) on Github, so that you can put them on your portfolio right away! We believe this course solves the biggest challenge to entering the Data Science and Machine Learning field: having all the necessary resources in one place and learning the latest trends and on the job skills that employers want. The curriculum is going to be very hands on as we walk you from start to finish of becoming a professional Machine Learning and Data Science engineer. The course covers 2 tracks. If you already know programming, you can dive right in and skip the section where we teach you Python from scratch. If you are completely new, we take you from the very beginning and actually teach you Python and how to use it in the real world for our projects. Don't worry, once we go through the basics like Machine Learning 101 and Python, we then get going into advanced topics like Neural Networks, Deep Learning and Transfer Learning so you can get real life practice and be ready for the real world (We show you fully fledged Data Science and Machine Learning projects and give you programming Resources and Cheatsheets)! The topics covered in this course are: - Data Exploration and Visualizations - Neural Networks and Deep Learning - Model Evaluation and Analysis - Python 3 - Tensorflow 2.0 - Numpy - Scikit-Learn - Data Science and Machine Learning Projects and Workflows - Data Visualization in Python with MatPlotLib and Seaborn - Transfer Learning - Image recognition and classification - Train/Test and cross validation - Supervised Learning: Classification, Regression and Time Series - Decision Trees and Random Forests - Ensemble Learning - Hyperparameter Tuning - Using Pandas Data Frames to solve complex tasks - Use Pandas to handle CSV Files - Deep Learning / Neural Networks with TensorFlow 2.0 and Keras - Using Kaggle and entering Machine Learning competitions - How to present your findings and impress your boss - How to clean and prepare your data for analysis - K Nearest Neighbours - Support Vector Machines - Regression analysis (Linear Regression/Polynomial Regression) - How Hadoop, Apache Spark, Kafka, and Apache Flink are used - Setting up your environment with Conda, MiniConda, and Jupyter Notebooks - Using GPUs with Google Colab By the end of this course, you will be a complete Data Scientist that can get hired at large companies. We are going to use everything we learn in the course to build professional real world projects like Heart Disease Detection, Bulldozer Price Predictor, Dog Breed Image Classifier, and many more . By the end, you will have a stack of projects you have built that you can show off to others. Here's the truth: Most courses teach you Data Science and do just that. They show you how to get started. But the thing is, you don't know where to go from there or how to build your own projects. Or they show you a lot of code and complex math on the screen, but they don't really explain things well enough for you to go off on your own and solve real life machine learning problems. Whether you are new to programming, or want to level up your Data Science skills, or are coming from a different industry, this course is for you. This course is not about making you just code along without understanding the principles so that when you are done with the course you don't know what to do other than watch another tutorial. No! This course will push you and challenge you to go from an absolute beginner with no Data Science experience, to someone that can go off, forget about Daniel and Andrei, and build their own Data Science and Machine learning workflows. Machine Learning has applications in Business Marketing and Finance, Healthcare, Cybersecurity, Retail, Transportation and Logistics, Agriculture, Internet of Things, Gaming and Entertainment, Patient Diagnosis, Fraud Detection, Anomaly Detection in Manufacturing, Government, Academia/Research, Recommendation Systems and so much more. The skills learned in this course are going to give you a lot of options for your career. You hear statements like Artificial Neural Network, or Artificial Intelligence (AI), and by the end of this course, you will finally understand what these mean! Click Enroll Nowand join others in our community to get a leg up in the industry, and learn Data Scientist and Machine Learning. We guarantee this is better than any bootcamp or online course out there on the topic. See you inside the course! Taught By: Andrei Neagoie is the instructor of the highest rated Development courses on Udemy as well as one of the fastest growing. His graduates have moved on to work for some of the biggest tech companies around the world like Apple, Google, Amazon, JP Morgan, IBM, UNIQLO etc... He has been working as a senior software developer in Silicon Valley and Toronto for many years, and is now taking all that he has learned, to teach programming skills and to help you discover the amazing career opportunities that being a developer allows in life. Having been a self taught programmer, he understands that there is an overwhelming number of online courses, tutorials and books that are overly verbose and inadequate at teaching proper skills. Most people feel paralyzed and don't know where to start when learning a complex subject matter, or even worse, most people don't have $20,000 to spend on a coding bootcamp. Programming skills should be affordable and open to all. An education material should teach real life skills that are current and they should not waste a student's valuable time. Having learned important lessons from working for Fortune 500 companies, tech startups, to even founding his own business, he is now dedicating 100% of his time to teaching others valuable software development skills in order to take control of their life and work in an exciting industry with infinite possibilities. Andrei promises you that there are no other courses out there as comprehensive and as well explained. He believes that in order to learn anything of value, you need to start with the foundation and develop the roots of the tree. Only from there will you be able to learn concepts and specific skills(leaves) that connect to the foundation. Learning becomes exponential when structured in this way. Taking his experience in educational psychology and coding, Andrei's courses will take you on an understanding of complex subjects that you never thought would be possible. See you inside the course!
This course has been designed by two professional Data Scientists so that we can share our knowledge and help you learn complex theory, algorithms and coding libraries in a simple way.| Part 1 - Data Preprocessing | Part 2 - Regression: Simple Linear Regression, Multiple Linear Regression, Polynomial Regression, SVR, Decision Tree Regression, Random Forest Regression | Part 3 - Classification: Logistic Regression, K-NN, SVM, Kernel SVM, Naive Bayes, Decision Tree Classification, Random Forest Classification | Part 4 - Clustering: K-Means, Hierarchical Clustering | Part 5 - Association Rule Learning: Apriori, Eclat | Part 6 - Reinforcement Learning: Upper Confidence Bound, Thompson Sampling | Part 7 - Natural Language Processing: Bag-of-words model and algorithms for NLP | Part 8 - Deep Learning: Artificial Neural Networks, Convolutional Neural Networks | Part 9 - Dimensionality Reduction: PCA, LDA, Kernel PCA |Part 10 - Model Selection & Boosting: k-fold Cross Validation, Parameter Tuning, Grid Search, XGBoost
Your smartphone, smartwatch, and automobile (if it is a newer model) have AI (Artificial Intelligence) inside serving you every day. In the near future, more advanced â€œself-learningâ€ capable DL (Deep Learning) and ML (Machine Learning) technology will be used in almost every aspect of your business and industry. So now is the right time to learn what DL and ML is and how to use it in advantage of your company. This course has three parts, where the first part focuses on DL and ML technology based future business strategy including details on new state-of-the-art products/services and open source DL software, which are the future enablers. The second part focuses on the core technologies of DL and ML systems, which include NN (Neural Network), CNN (Convolutional NN), and RNN (Recurrent NN) systems. The third part focuses on four TensorFlow Playground projects, where experience on designing DL NNs can be gained using an easy and fun yet very powerful application called the TensorFlow Playground. This course was designed to help you build business strategies and enable you to conduct technical planning on new DL and ML services and products.