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Overview Skills & Tools Use Python to mine datasets and predict patterns. Production Standard Build statistical models — regression and classification — that generate usable information from raw data. The Big Picture Master the basics of machine learning and harness the power of data to forecast what’s next. Curriculum Unit 1:...

From Python to Machine Learning, our 15-week data science training program gives you the breadth and depth needed to become a well-rounded data scientist. You’ll  also leave with an understanding of how to discover new techniques as your career progresses. Every 3 weeks you’ll be introduced to a new module that builds off the learnings of...

Basic business intelligence was once the gold standard in generating insights to drive important business decisions. In the information age, the amount of data available to businesses is nearly surpassing our ability to store, access, and analyze the results in an efficient manner. Data science is emerging as a discipline to help take business intelligence...

This is a full time course. What You'll Learn In this program, you’ll take on real world problems by analyzing data sets for insights and presenting findings using statistics, programming, data modeling, and business knowledge. Git, UNIX, & Relational Databases Gather, store, and organize your data using your basic data science toolkit: SQL,...

Tableau is an incredibly powerful tool for helping people and organizations become more data-driven. Whether you are a student or data scientist, the analytics platform empowers you to manage data and create data visualizations to form actionable insights. Once you understand how to use it, you’ll be able to quickly perform vital business analysis...

This 1 week course is a fulltime introduction to modern Machine Learning and Deep Learning techniques using Python and it is designed for Software Engineers and Data Analysts looking for a transition to Machine Learning & Deep Learning. The course covers: Introduction to Machine Learning with Python & Scikit Learn Introduction to Deep Learning...

This course is designed for students preparing to become familiar with the processes and practice of data science, including machine learning and natural language processing. Included are: tools and programming languages (Python, IPython, Mahout, Pig, NumPy, Pandas, SciPy, Scikit-learn), the Natural Language Toolkit (NLTK), and Spark MLlib. Target...

New to programming but unsure of where to start? Heard a lot about the usefulness of the Python programming language, but don’t know how to put the pieces together? Stop struggling to learn the basics on your own and fast forward your career with this introductory bootcamp. This workshop is designed for complete novices who have no previous experience...

Machine Learning is perhaps the most powerful force in technology, and Python is perhaps the most popular language for doing it. This 2-day workshop helps students understand, build, and interpret machine learning models using the python ecosystem. This workshop will introduce you to the most important machine learning concepts in a way that’s...

Python is shaping the world as we know it, with applications spanning web development, data science and analysis, game development, and more — even NASA contractors leverage its data management capabilities for shuttle missions. Here are just a few examples of modern Python-powered innovations. Get Ahead With Today’s Essential Skills Discover...

Python is a versatile and widely-used programming language with many applications. This Bootcamp explores Python's place in the scientific ecosystem, and how the language can be used across all domains of programming. Designed as a stand-alone introduction to the language, this class emphasizes hands-on exercises that gradually build on one another...

Full course name: Python & Machine Learning Bootcamp 1.0: Data Cleaning & Classification This bootcamp will provide hands-on experience completing the end-to-end data science process. Students will learn to collect, explore, and clean data in a variety of formats. After cleaning and preparing data, machine learning algorithms will be...

The last decade has seen blockchain technology grow from an anarchic financial experiment to a global engine for organizational and societal revolution. During this online workshop, we will chart the path from pre-Bitcoin computer science breakthroughs to Bitcoin and the rise of alternative currencies that challenge the way we think about money,...

This is a part time course.   JavaScript is one of the strongest weapons in an engineer's arsenal. It can run both in the browser and on servers and is quickly becoming the go-to language to power web and mobile apps. If you want to be a web developer, JavaScript is a must-know. Unit 1: Fundamentals of JavaScript Installfest Install and...

This is a Full Time Course You will Learn Leading-Edge Skills for Software Engineers Programming Fundamentals Understand how to assemble your development environment, work efficiently as an engineer, and ensure your projects are a success. Learn programming fundamentals, along with the basics of computing, networks, and data structures. Product...