Machine Learning With Python
Learning Path ⋅ Skills: Image Processing, Text Classification, Speech Recognition
Machine learning is a field of computer science that uses statistical techniques to give computer programs the ability to learn from past experiences and improve how they perform specific tasks.
With this learning path, you’ll sample a range of common machine learning scenarios using Python.
Machine Learning With Python
Learning Path ⋅ 6 Resources
Tutorial
Setting Up Python for Machine Learning on Windows
In this step-by-step tutorial, you’ll cover the basics of setting up a Python numerical computation environment for machine learning on a Windows machine using the Anaconda Python distribution.
Course
Traditional Face Detection With Python
In this course on face detection with Python, you'll learn about a historically important algorithm for object detection that can be successfully applied to finding the location of a human face within an image.
Tutorial
Image Segmentation Using Color Spaces in OpenCV + Python
Learn how to segment an object from an image based on color in Python using OpenCV.
Tutorial
Linear Regression in Python
In this step-by-step tutorial, you'll get started with linear regression in Python. Linear regression is one of the fundamental statistical and machine learning techniques.
Tutorial
Practical Text Classification With Python and Keras
Learn about Python text classification with Keras. Work your way from a bag-of-words model with logistic regression to more advanced methods leading to convolutional neural networks.
Tutorial
The Ultimate Guide To Speech Recognition With Python
An in-depth tutorial on speech recognition with Python. Learn which speech recognition library gives the best results and build a full-featured "Guess The Word" game with it.