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The Wayback Machine - http://web.archive.org/web/20220106015301/https://realpython.com/tutorials/machine-learning/

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Python Machine Learning Tutorials

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. In the the following tutorials, you will learn how to use machine learning tools and libraries to train your programs to recognise patterns and extract knowledge from data. You will learn how to use tools such as OpenCV, NumPy and TensorFlow for performing tasks such as data analysis, face recognition and speech recognition.

Building a Neural Network & Making Predictions With Python AI

Nov 23, 2021 data-science intermediate machine-learning

Splitting Datasets With scikit-learn and train_test_split()

Aug 31, 2021 data-science intermediate machine-learning

Speech Recognition With Python

Jul 20, 2021 advanced data-science machine-learning

Learn Text Classification With Python and Keras

Apr 20, 2021 advanced data-science machine-learning

The k-Nearest Neighbors (kNN) Algorithm in Python

Apr 07, 2021 data-science intermediate machine-learning

Python AI: How to Build a Neural Network & Make Predictions

Mar 17, 2021 data-science intermediate machine-learning

Stochastic Gradient Descent Algorithm With Python and NumPy

Jan 27, 2021 advanced machine-learning

Sentiment Analysis: First Steps With Python's NLTK Library

Jan 13, 2021 data-science intermediate machine-learning

Split Your Dataset With scikit-learn's train_test_split()

data-science intermediate machine-learning

Use Sentiment Analysis With Python to Classify Movie Reviews

data-science intermediate machine-learning

PyTorch vs TensorFlow for Your Python Deep Learning Project

advanced data-science machine-learning

Data Version Control With Python and DVC

data-science intermediate machine-learning

Generative Adversarial Networks: Build Your First Models

advanced machine-learning

K-Means Clustering in Python: A Practical Guide

advanced data-science machine-learning

Logistic Regression in Python

data-science intermediate machine-learning

Traditional Face Detection With Python

data-science intermediate machine-learning

Build a Recommendation Engine With Collaborative Filtering

data-science intermediate machine-learning

Three Ways of Storing and Accessing Lots of Images in Python

intermediate machine-learning

Linear Regression in Python

data-science intermediate machine-learning

Traditional Face Detection With Python

data-science intermediate machine-learning

Setting Up Python for Machine Learning on Windows

basics data-science machine-learning

Practical Text Classification With Python and Keras

advanced data-science machine-learning

Image Segmentation Using Color Spaces in OpenCV + Python

intermediate machine-learning

Pure Python vs NumPy vs TensorFlow Performance Comparison

advanced data-science machine-learning

The Ultimate Guide To Speech Recognition With Python

advanced data-science machine-learning

Fingerprinting Images for Near-Duplicate Detection

data-science machine-learning

Face Detection in Python Using a Webcam

data-science machine-learning

Face Recognition with Python, in Under 25 Lines of Code

data-science machine-learning

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