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This class is a comprehensive introduction to data science with Python programming language. This class targets people who have some basic knowledge of programming and want to take it to the next level. It introduces how to work with different data structures in Python and covers the most popular data analytics and visualization modules, including...

This 20-hour Machine Learning with Python course covers all the basic machine learning methods and Python modules (especially Scikit-Learn) for implementing them.  The five sessions cover:  simple and multiple Linear regressions; classification methods including logistic regression, discriminant analysis and naive bayes, support vector...

Our program serves as the foundation for many well-known concepts of data science. We teach practical techniques and algorithms for extracting and studying useful knowledge from data. This course is not a theory class as we believe there are many ways to learn statistics and analytics concepts on your own. We are providing students with a set of practical...

In this certificate, students learn necessary programming skills to manipulate databases and perform various levels of analysis on the data. This program prepares students for entry-level data science and Python engineering positions. Master Programming Fundamentals Learn Python programming fundamentals and how to use Numpy, Pandas, and Matplotlib...

In this class, you’ll learn how to automate time-consuming tasks using Python, such as gathering data from the internet. Whether your interests lie in social media, e-commerce, real estate, travel or government affairs, the ability to instantly collect up-to-date data across the web can be a big advantage. Use Python code to grab precisely the...

This course is a 35-hour program designed to provide a comprehensive introduction to R for Data Analysis and Visualization. You’ll learn how to load, save, and transform data as well as how to write functions, generate graphs, and fit basic statistical models with data. In addition to a theoretical framework in which to understand the process of...

Learn SQL fundamentals including data types and queries. Why SQL? With SQL you can answer questions using a database, the ultimate system of record for most organizations. As nearly every industry is moving toward being more data-driven, having this skill will give you a larger role in decision-making wherever you work. You’ll be introduced to...

This skillset is in high demand, as machine learning algorithms now run the majority of trading on Wall Street and the product recommendations at big companies like Amazon, Spotify, and Netflix. This course will begin with linear and logistic regression, the most time-tested and reliable tools for approaching a machine learning problem. The course...

This is a class for computer-literate people with no programming background who wish to learn basic Python programming. The course is aimed at those who want to learn “data wrangling” – manipulating downloaded files to make them amenable to analysis. We concentrate on language basics such as list and string manipulation, control structures,...

In this certificate, students will learn how to use Python to pull, clean, analyze, visualize, and eventually predict off financial data.  This program prepares students for entry-level positions in data science and financial technology as well as upskills any financial analyst.  Master Advanced Python to Analyze Financial Data ...

In this interactive online certificate course, you’ll develop the skills to communicate complex information through beautiful visualizations. Learn how to create effective graphs and charts directly from professional science journalists, with personal feedback and hands-on instruction. Tell stories with data. Craft clear and meaningful visualizations,...

Python Immersive is a one - week coding bootcamp that was specifically designed for people who have never coded before. The goal of this course is to build a fundamental understanding of Python programming and to get you started with coding on your own.We provide you with the tools you need to develop an A-to-Z knowledge of Python programming form,...

In this 2-day course, students will be introduced to Python. Python is a great beginner coding language that is quick to learn and extremely versatile. Python can be used to build software, to analyze data, and build amazing websites. Python has become the most popular coding language learned at educational institutes for several reasons. Firstly,...