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This is a part time course.   Students learn to build robust predictive models, test their validity, and clearly communicate resulting insights Unit 1: Programming Basics What is Data Science Describe course syllabus and establish the classroom environment Answer the questions: "What is Data Science? What roles exist in Data Science?"...

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...

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...

In this intermediate-level course, you will learn how to solve a real-world use case with Machine Learning (ML) and produce actionable results using Amazon SageMaker. This course walks through the stages of a typical data science process for Machine Learning from analyzing and visualizing a dataset to preparing the data, and feature engineering. Individuals...

As data continues to grow larger and more important, Excel and spreadsheets are becoming a slower and outdated solution to analyze large amounts of data. This is the main reason that most financial services companies have implemented Python when working with datasets. In this comprehensive course, students will be taught Python with an emphasis on...

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...

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...

If accountability, a set schedule, and dedicated classmates match your learning style, we suggest learning full-time. But if you have a packed schedule and flexibility is what matters most to you, we recommend choosing our Flex program. No matter which pace you pick, you'll learn our tried-and-true curriculum proven to help students land jobs...

This is a full time course. Made With — and for — Top Employers Data science has topped LinkedIn’s Emerging Jobs Report for three years running. Capitalize on demand with a program that's primed for industry relevance. Our curriculum is guided by the Data Science Standards Board — a group of data executives from companies like Bloomberg and...

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...