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Machine Intelligence Courses
    Distributed Machine Learning with Apache Spark
    Learn the underlying principles required to develop scalable machine learning pipelines and gain hands-on experience using Apache Spark. This is an Archived Course EdX keeps courses open for enrollme...
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    A developer's guide to the Internet of Things
    The Internet of Things (IoT) is an area of rapid growth and opportunity. Technical innovations in networks, sensors and applications, coupled with the advent of 'smart machines' have resulted in a hug...
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    Robotics Specialization
    The Robotics Specialization introduces you to how robots sense and reason about the world they live, how they plan three dimensional movements in a dynamic environment and how they fly or run while ad...
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    Control of Mobile Robots
    rated by 143 techies
    Control of Mobile Robots is a course that focuses on the application of modern control theory to the problem of making robots move around in safe and effective ways. The structure of this class is som...
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    Introduction to Natural Language Processing
    rated by 31 techies
    This course introduces Natural Language Processing through the use of python and the Natural Language Tool Kit. Through a practical approach, you'll get hands on experience working with and analyzing ...
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    Easy Natural Language Processing in Python
    rated by 31 techies
    In this course you will build MULTIPLE practical systems using natural language processing, or NLP - the branch of machine learning and data science that deals with text and speech. This course is not...
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    Machine Learning Specialization
    This Specialization provides a case-based introduction to the exciting, high-demand field of machine learning. You'll learn to analyze large and complex datasets, build applications that can make pred...
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    Machine Learning
    rated by 16607 techies
    Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effe...
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    Practical Machine Learning
    rated by 386 techies
    One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. This course will cover the basic components of building and applying prediction functio...
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    Machine Learning With Big Data
    Want to learn the basics of large-scale data processing? Need to make predictive models but don't know the right tools? This course will introduce you to open source tools you can use for parallel, di...
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    Machine Learning for Data Analysis
    rated by 53 techies
    Are you interested in predicting future outcomes using your data? This course helps you do just that! Machine learning is the process of developing, testing, and applying predictive algorithms to achi...
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    Machine Learning Engineer Nanodegree
    rated by 131 techies
    Machine learning represents a key evolution in the fields of computer science, data analysis, software engineering, and artificial intelligence. This program will teach you how to become a machine ...
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    Intro to Machine Learning
    Machine Learning is a first-class ticket to the most exciting careers in data analysis today. As data sources proliferate along with the computing power to process them, going straight to the data is ...
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    Introduction to Computer Vision
    This course provides an introduction to computer vision including fundamentals of image formation, camera imaging geometry, feature detection and matching, multiview geometry including stereo, motion ...
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    Machine Learning - Supervised, Unsupervised & Reinforcement
    Machine Learning is a graduate-level course covering the area of Artificial Intelligence concerned with computer programs that modify and improve their performance through experiences. The first pa...
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    Reinforcement Learning
    You should take this course if you have an interest in machine learning and the desire to engage with it from a theoretical perspective. Through a combination of classic papers and more recent work, y...
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    Intro to Artificial Intelligence
    Artificial Intelligence (AI) is a field that has a long history but is still constantly and actively growing and changing. In this course, you'll learn the basics of modern AI as well as some of the r...
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    Artificial Intelligence for Robotics
    Learn how to program all the major systems of a robotic car from the leader of Google and Stanford's autonomous driving teams. This class will teach you basic methods in Artificial Intelligence, inclu...
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    Knowledge-Based AI: Cognitive Systems
    This class is offered as CS7637 at Georgia Tech where it is a part of the Online Masters Degree (OMS). Taking this course here will not earn credit towards the OMS degree. This is a core course in ...
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    Introduction to Recommender Systems
    rated by 456 techies
    Recommender systems have changed the way people find products, information, and even other people. They study patterns of behavior to know what someone will prefer from among a collection of things he...
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    Natural Language Processing
    Natural language processing (NLP) deals with the application of computational models to text or speech data. Application areas within NLP include automatic (machine) translation between languages; di...
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    Introduction to Natural Language Processing
    This course provides an introduction to the field of Natural Language Processing. It includes relevant background material in Linguistics, Mathematics, Probabilities, and Computer Science. Some of the...
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    Internet of Things Specialization
    This Specialization covers the development of Internet of Things (IoT) products and services-including devices for sensing, actuation, processing, and communication-to help you develop skills and expe...
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    An Introduction to Programming the Internet of Things (IOT) Specialization
    This Specialization covers embedded systems, the Raspberry Pi Platform, and the Arduino environment for building devices that can control the physical world. In the final Capstone Project, you'll appl...
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    Data Science: Practical Deep Learning in Theano + TensorFlow
    rated by 21 techies
    This course continues where my first course, Deep Learning in Python, left off. You already know how to build an artificial neural network in Python, and you have a plug-and-play script that you can u...
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    Data Science: Deep Learning in Python
    rated by 99 techies
    This course will get you started in building your FIRST artificial neural network. Following my previous course on logistic regression, we take this basic building block, and build full-on non-linear ...
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    An Introduction To Deep Learning & Computer Vision
    rated by 2 techies
    Note: This course is a subset of our 20+ hour course 'From 0 to 1: Machine Learning & Natural Language Processing' so please don't sign up for both:-) Deep Learning is one of the hottest buzzwords ...
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    Convolutional Neural Networks for Visual Recognition
    Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are v...
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    Deep Learning for Natural Language Processing
    Natural language processing (NLP) is one of the most important technologies of the information age. Understanding complex language utterances is also a crucial part of artificial intelligence. Applica...
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    Deep Learning for NLP
    This lecture is structured into 6 parts. Each parts contains some recommended readings, which are supposed to be read before class. In class (video will be streamed and recorded) we will discuss the p...
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