Mastering Data Science with Python

The future of software development lies in AI, machine learning, and data science. And Python is the language of choice for most data scientists. Learn how to use popular tools and libraries such as Jupyter noteboooks, NumPy, Matplotlib, and scikit-learn to do data science the Python way in this step-by-step series from Eric Greene.

Course Title Author Duration Topic(s)
Getting Started with Data Science using Python Eric Greene 00:48:32 Data Science, Python
Statistics with Python, Part 1 Eric Greene 01:06:24 Data Science, NumPy, Python
Statistics with Python, Part 2 Eric Greene 01:04:33 Data Science, SciPy, NumPy, Python
Statistics with Python, Part 3 Eric Greene 01:16:47 Matplotlib, SciPy, Python, NumPy, Data Science, Pandas
Working with Data using Pandas Eric Greene 00:56:15 Data Science, Python, Pandas
Linear Regression in Python Eric Greene 01:19:37 scikit-learn, Machine Learning, Python
Classification with Support Vector Machines Eric Greene 01:01:39 Python, scikit-learn, Support Vector Machines, Machine Learning