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Overview This course is part of the Microsoft Professional Program in Artificial Intelligence. Machine learning uses computers to run predictive models that learn from existing data to forecast future behaviors, outcomes, and trends. Deep learning is a sub-field of machine learning, where...

Overview Machine learning methods are commonly used across engineering and sciences, from computer systems to physics. Moreover, commercial sites such as search engines, recommender systems (e.g., Netflix, Amazon), advertisers, and financial institutions employ machine learning algorithms for...

Overview Machine learning is a type of artificial intelligence (AI) that provides computers with the ability to learn without being explicitly programmed. This area is also concerned with issues both theoretical and practical. In this course, we will present algorithms and approaches in such a...

Overview Machine learning is one of the fastest growing areas in technology and a highly sought after skillset in today’s job market. This course will teach you, an application developer, how to use Amazon SageMaker to simplify the integration of Machine Learning into your applications. Key...

Overview Machine Learning is a growing field that is used when searching the web, placing ads, credit scoring, stock trading and for many other applications. This data science course is an introduction to machine learning and algorithms. You will develop a basic understanding of the principles...

Overview This Machine Learning with Python course dives into the basics of Machine Learning using Python, an approachable and well-known programming language. You'll learn about Supervised vs Unsupervised Learning, look into how Statistical Modeling relates to Machine Learning, and do a...

Overview This course is part of the Microsoft Professional Program Certificate in Data Science. Want to study machine learning or artificial intelligence, but worried that your math skills may not be up to it? Do words like “algebra’ and “calculus” fill you with dread? Has it been so long since...

Overview This course is part of the Microsoft Professional Program Certificate in Data Science and Microsoft Professional Program in Artificial Intelligence. Want to study machine learning or artificial intelligence, but worried that your math skills may not be up to it? Do words like “algebra’...

Overview This course is part of the Microsoft Professional Program Certificate in Big Data and Microsoft Professional Program Certificate in Data Science. The past can often be the key to predicting the future. Big data from historical sources is a valuable resource for identifying trends and...

Overview This course is part of the Microsoft Professional Program Certificate in Data Science and Microsoft Professional Program in Artificial Intelligence. Machine learning uses computers to run predictive models that learn from existing data in order to forecast future behaviors, outcomes...

Overview This course is part of the Microsoft Professional Program Certificate in Data Science. Machine learning uses computers to run predictive models that learn from existing data in order to forecast future behaviors, outcomes, and trends. In this data science course, you will be given...

Overview Perhaps the most popular data science methodologies come from machine learning. What distinguishes machine learning from other computer guided decision processes is that it builds prediction algorithms using data. Some of the most popular products that use machine learning include the...

Overview Do you want to build systems that learn from experience? Or exploit data to create simple predictive models of the world? In this course, part of the Data Science MicroMasters program, you will learn a variety of supervised and unsupervised learning algorithms, and the theory behind...

Overview What do self-driving cars, face recognition, web search, industrial robots, missile guidance, and tumor detection have in common? They are all complex real world problems being solved with applications of intelligence (AI). This course will provide a broad understanding of the basic...

Overview Machine Learning is the basis for the most exciting careers in data analysis today. You’ll learn the models and methods and apply them to real world situations ranging from identifying trending news topics, to building recommendation engines, ranking sports teams and plotting the path...

Overview How do you create realistic animations? How do you predict the motion of materials? It’s key to the success of animated films to ensure (was insure) audiences believe in characters. This course will show you how to create lifelike animations focusing on the technical aspects of CGI...

Overview Basic concepts of computer programming are introduced, starting with the notion of an algorithm. Emphasis is on developing the ability to write programs to solve practical computational problems. Topics include: Algorithms Elements of C/C++ programming languages Basic data types...

Overview Go beyond the basics of programming to understand object-oriented methodology, the approach to modular and reusable software systems. Topics Include: Introduction to Object Oriented Programming Classes and Methods Polymorphism Inheritance Standard Library of C++ This course is part...

Overview MongoDB Basics is designed for learners brand new to MongoDB. If you've heard about MongoDB and want to know more or are planning a MongoDB project and need to get a quick start, this is the course for you. In MongoDB Basics, you will learn the essentials of the MongoDB document model...

This course is part of the Microsoft Professional Program in Entry-Level Software Development. Brand new to text-based programming? Check out this hands-on course for an in-depth look at the details of Python layers and concepts. Get ample practice drills and projects, using Jupyter Notebooks...