Machine Learning Courses and Certifications

Machine Learning in Production in Python

Elevate your machine learning skills to production level with this focused skill track.

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

Deploying a Machine Learning Model with FastAPI

Deploy and monitor a classification machine learning model with FastAPI using publicly available Census Bureau data.

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

A Machine Learning Engineer designs, builds, and productionizes ML systems to solve business challenges.

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

Machine Learning Operations (MLOps) with Vertex AI: Manage Features

This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud.

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

Steve Brunton

Physics Informed Machine Learning - Embedding Physics in AI and Discovering New Physics with ML

Explore how machine learning can incorporate known physics and uncover new physical laws through interpretable, generalizable models.

• YouTube
• 9 hours 56 minutes
• Self-Paced
• Free Video

Coding Train

Beginner's Guide to Machine Learning in JavaScript with ml5.js

Use JavaScript machine learning to make interactive media, from pose and image recognition to custom-trained sound and drawing models.

• YouTube
• 10 hours 11 minutes
• Self-Paced
• Free Video

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

Python for Bioinformatics - Drug Discovery Using Machine Learning and Data Analysis

3 ratings

Apply Python, data analysis, and machine learning across a drug-discovery workflow from data collection through model deployment.

• freeCodeCamp
• 1-2 hours
• Self-Paced
• Free Video

Machine Learning with Python: A Practical Introduction

425 ratings at edX

Machine Learning can be an incredibly beneficial tool to uncover hidden insights and predict future trends. This Machine Learning with Python course will give you all the tools you need to get started

• edX
• 5 weeks, 4-6 hours a week
• Self-Paced
• Free Online Course (Audit)

TensorFlow

Building AI Models for Healthcare

2 ratings

Explores three myths about building healthcare AI: data quantity, model accuracy, and product quality are not enough for clinical impact.

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

Learn to use simple and multiple linear regression to predict values from data.

• Codecademy
• 3 hours
• Self-Paced
• Free Trial Available

Machine Learning for Genomics Fall 2020

1 rating

Fall 2020 Prof. Manolis Kellis Computational Biology: Genomes, Networks, Evolution, Health Machine Learning in Genomics: Dissecting the circuitry of Human Disease

• YouTube
• 1 day 8 hours
• Self-Paced
• Free Video

IIT Madras;  NPTEL

Machine Learning

4 ratings

In this course we intend to introduce some of the basic concepts of machine learning from a mathematically well motivated perspective. We will cover the different learning paradigms and some of the more popular algorithms and architectures used in each o…

• YouTube
• 1 day 12 hours
• Self-Paced
• Free Video

Career Certificate

IBM Data Science

151244 ratings at Coursera

Build a data science portfolio: analyze and visualize data with Python, Pandas, NumPy and Matplotlib, query databases with SQL, and build machine learning models in Jupyter.

• Coursera
• 16 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 12 courses

Machine Learning: Logistic Regression

281 ratings at Codecademy

Learn to build, evaluate, and interpret logistic regression models for binary classification and probability-based predictions.

• Codecademy
• 3 hours
• Self-Paced
• Free Trial Available