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This online course program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...

This online course teaches deriving and implementing word2vec, GLoVe, word embeddings, and sentiment analysis with recursive nets.

This online course program gives an introduction to database engineering. It teaches the key skills required to create, manage and manipulate databases, as well as...

This online course teaches how to use Spark with Python for Big Data analysis.

This online course shows how to use the Django 1.10 framework with Python 3.

This online course explores how to apply the thinking and programming skills from Scratch to text-based programming languages like Python. The course is specifically designed...

This course will show how one can treat the Internet as a source of data. Students will scrape, parse, and read web data as well as access data using web APIs and will work with...

This online course gives a detailed introduction to building websites and mobile apps. It includes HTML, CSS, Javascript, PHP, Python and MySQL. 300 short video lectures explain...

Taking this course, students will learn the basics of SQL (the Structured Query Language) and database design, as well as the Python API for connecting Python code to a database.

This online course program aims to give learners the foundational skills necessary for a career in business analytics, including knowledge of scripting languages and data...

This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

This online course teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.

This online course teaches how to write high-quality code that runs correctly and efficiently.  Students will design, code and validate programs and learn how to compare...

This online course gives an introduction to Python programming. It also includes two Python libraries — Numpy, a scientific computing package, and Pandas, a data manipulation...

This online course teaches Python step by step for beginners. It includes more than 100 short video lessons, covering topics from the object and data structure basics to...

This online course shows how to solve partial differential equations with numerical methods and Python. The methods shown in this course are used in engineering, natural...

This online course gives an introduction to data science. It includes the data science toolbox of mathematics, statistics, Python, advanced statistics in Python, machine...

In this course, students will go beyond basic data analysis tools to develop multiple linear regression and logistic regression models to address their research question more...

This online course teaches Python and covers web, databases, web scraping, data science, web visualizations, image processing and more.

This online course teaches how to use Python to conduct rigorous financial analysis and pursue algorithmic trading.