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Python for Data Science

Python, Programming

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

Analyzing Data with Python

Data Science, Python

IBM

This online course explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...

Applied Machine Learning in Python

machine learning, Python

University of Michigan

This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods.

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Introduction to Python Programming

Python, programming

Udacity

This online course teaches Python 3.

Probability and Statistics in Data Science using Python

Statistics, Data Science

This online course helps to learn the foundations of probability and statistics.

Introduction to Graph Theory

Graph Theory

This online course gives an introduction to Graph Theory. It is designed for participants who work or plan to work in IT. Some basic math and Python programming skills are...

Using Python for Research

Python

Harvard University

This online course bridges the gap between introductory and advanced courses in Python. It includes:Python 3 programming basics (a review)Python tools (e.g., NumPy and SciPy...

Combinatorics, Algorithms, Probability

Combinatorics and Probability

software debugging, programming

This online course explores the mathematical field called Combinatorics and Probability Theory. It is designed for participants who work or plan to work in IT. Some basic math...

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Introduction to the Basics of Blockchain with Python

Blockchain

Codecademy

This online course teaches the fundamental concepts of Blockchain and how to implement them in Python. Learners with prior Python experience will be able to build their own...

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Software Debugging

Udacity

After this course students will have a solid understanding about systematic debugging, will know how to automate debugging and will have built several functional debugging tools...

Python Data Structures

programming, Python

University of Michigan

This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the...

Biology Meets Programming: Bioinformatics for Beginners

bioinformatics

This course will cover algorithms for solving various biological problems along with a handful of programming challenges helping you implement these algorithms in Python.

Artificial Intelligence (AI), Deep Learning

Deep Learning Fundamentals with Keras

IBM

This online course gives a basic introduction to the field of deep learning and to building a deep learning model using the Keras library. Some prior knowledge of Python and...

Regression Modeling in Practice

data analysis

Wesleyan University

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...