Intro to Machine Learning Courses and Certifications

Intro to Machine Learning

20 ratings

This class will teach you the end-to-end process of investigating data through a machine learning lens. Learn online, with Udacity.

• Udacity
• 65 hours
• Self-Paced
• Free Online Course

Machine Learning Foundations: A Case Study Approach

40 ratings

Work through machine learning case studies in Python notebooks: predict house prices, classify review sentiment, retrieve Wikipedia documents, recommend songs, and search images with deep features.

• Coursera
• 7 weeks, 3 hours a week
• Self-Paced
• Paid Course

• Best of All Time

Machine Learning for Musicians and Artists

94 ratings

Build gesture-driven instruments and interactive installations: apply classification, regression, and temporal algorithms to sensor, audio, and motion data with Wekinator, Max/MSP, and Processing.

• Kadenze
• 50 hours
• Self-Paced
• Free Online Course

• Best of All Time

Career Certificate

Intro to Machine Learning in Trading with $TSLA

234 ratings at CodeSignal

Prepare Tesla stock data in Pandas, use technical indicators, and build gradient boosting models for machine-learning-based trading analysis.

• CodeSignal
• 6 hours
• Self-Paced
• Free Certificate
• 4 courses

Machine Learning With Big Data

14 ratings

Learn the machine learning process end to end: explore and prepare data, build classification, regression, and clustering models in KNIME, and scale them on Spark.

• Coursera
• 7 weeks, 3 hours a week
• Self-Paced
• Paid Course

Understanding Machine Learning

11124 ratings at DataCamp

Gain an Introduction to Machine Learning Concepts What's behind the machine learning hype?

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Applied Machine Learning in Python

6 ratings

Build predictive models in Python with scikit-learn: k-nearest neighbors, ridge and lasso regression, SVMs, decision trees, cross-validation, tree ensembles, and detecting data leakage.

• Coursera
• 4 weeks, 8 hours a week
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Fundamentals of Machine Learning and Artificial Intelligence

16 ratings

An introduction to AI, machine learning, deep learning, and generative AI, including foundation models and AWS AI services.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Kaggle

Intro to Machine Learning

5 ratings

Eight short videos unpack Kaggle’s introductory machine learning lessons, from model validation and overfitting to random forests, competitions, and AutoML.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Kaggle;  Amazon Web Services;  Amazon Career Certificate

Introduction to Machine Learning with TensorFlow

5 ratings

Build supervised models with linear regression, decision trees, Naive Bayes and SVMs, apply K-means and Gaussian mixtures, and train a TensorFlow neural network image classifier.

• Udacity
• 49 hours
• Self-Paced
• Paid Course

Machine Learning with Python

18465 ratings at Coursera

Build machine learning models in Python with scikit-learn: linear and logistic regression, decision trees, SVMs, KNN, clustering, PCA/t-SNE/UMAP, and a rainfall prediction project.

• Coursera
• 6 weeks, 3 hours a week
• Self-Paced
• Paid Course

Intro to Machine Learning

2 ratings

Learn the core ideas in machine learning, and build your first models.

• Kaggle
• 3 hours
• Self-Paced
• Free Certificate

Machine Learning for Business

1780 ratings at DataCamp

Learn the Basics of Machine Learning This course will introduce the key elements of machine learning to the business leaders.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Stanford;  DeepLearning.AI Career Certificate

Machine Learning

39356 ratings at Coursera

Learn supervised learning with linear and logistic regression, neural networks and decision trees, plus unsupervised clustering, dimensionality reduction, recommender systems, reinforcement learning, and practices for evaluating and tuning models.

• Coursera
• 8 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Kaggle;  Amazon Web Services;  Amazon Career Certificate

Introduction to Machine Learning with Pytorch

5 ratings

Build supervised, unsupervised, and deep learning models with PyTorch: fit classification and regression models, cluster with K-means and Gaussian mixtures, and train an image classifier.

• Udacity
• 49 hours
• Self-Paced
• Paid Course