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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 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 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...

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 rapid introduction to NumPy, pandas and matplotlib for experienced Python programmers who are new to those libraries. Students will learn to: use NumPy to work with arrays and matrices of numbers; work with pandas to analyze data; and work with matplotlib from within pandas. Audience Students already familiar with Python programming....

Python Focus Our immersive course emphasizes the Python coding language, a backend language. We chose to focus on Python due to its speed and analytical capabilities, yet, simplicity. Python developers are sought out by companies including Google, Goldman Sachs, Bank of America, BuzzFeed, and more.  Other Languages Instruction in frontend languages...

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...

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...

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...

Designing and Implementing a Data Science Solution on Azure (Data Scientist) Gain the necessary knowledge about how to use Azure services to develop, train, and deploy, machine learning solutions. The course starts with an overview of Azure services that support data science. From there, it focuses on using Azure's premier data science service, Azure...

Tableau is an incredibly powerful tool for exploring and visualizing your data. This day long bootcamp will allow people with no experience in Tableau to re-create all of its major charts and turn them into a functional, interactive dashboard by the end of the day. Once people understand the power of Tableau they can quickly perform vital business...

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...

Machine learning uses interdisciplinary techniques such as statistics, linear algebra, optimization, and computer science to create automated systems that can sift through large volumes of data at high speed to make predictions or decisions without human intervention. This class will familiarize students with a broad cross-section of models and algorithms...

Designing and Implementing a Data Science Solution on Azure Gain the necessary knowledge about how to use Azure services to develop, train, and deploy, machine learning solutions. The course starts with an overview of Azure services that support data science. From there, it focuses on using Azure's premier data science service, Azure Machine Learning...