Machine Learning Frameworks Courses and Certifications

The Top 5 Machine Learning Libraries in Python

4606 ratings at Udemy

A Gentle Introduction to the Top Python Libraries used in Applied Machine Learning

• Udemy
• 1 hour 40 minutes
• Self-Paced
• Free Online Course

Machine learning with Apache SystemML

Run large-scale machine learning with Apache SystemML: write DML scripts, call algorithms through the Spark MLContext in Scala, and see how its optimizer plans execution.

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course

Spark MLlIB

Build machine learning models with Spark MLlib: dense and sparse data types, linear regression, SVMs, logistic regression, decision trees, random forests, and K-means clustering.

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course

Career Certificate

Machine Learning with Spark ML

Build scalable machine learning pipelines with Spark ML, from feature engineering and model training through evaluation and hyperparameter tuning.

• Zero To Mastery
• 2 hours
• Self-Paced
• Paid Course

Career Certificate

DeepLearning.AI TensorFlow Developer

25404 ratings at Coursera

Build and train deep learning models in TensorFlow, from convolutional networks for image classification to natural language processing and sequence and time series prediction.

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

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

19744 ratings at Coursera

Build and train neural networks with TensorFlow, solving computer vision problems in a few lines of code, then improve them with convolutions and larger, complex images.

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

Intro to TensorFlow for Deep Learning

48 ratings at Udacity

Developed by Google and Udacity, this course teaches a practical approach to deep learning for software developers.

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

Introduction to TensorFlow in Python

56 ratings at DataCamp

Get an Introduction to TensorFlow Not long ago, cutting-edge computer vision algorithms couldn’t differentiate between images of cats and dogs.

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

Introduction to TensorFlow in R

Learn how to use TensorFlow, a state-of-the-art machine learning framework that specializes in the ability to develop deep learning neural networks.

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

Complete Guide to TensorFlow for Deep Learning with Python

17101 ratings at Udemy

Learn how to use Google's Deep Learning Framework - TensorFlow with Python! Solve problems with cutting edge techniques!

• Udemy
• 14 hours 10 minutes
• Self-Paced
• Paid Course

[2026] Tensorflow 2: Deep Learning & Artificial Intelligence

14191 ratings at Udemy

Machine Learning & Neural Networks for Computer Vision, Time Series Analysis, NLP, GANs, Reinforcement Learning, +More!

• Udemy
• 1 day 2 hours 5 minutes
• Self-Paced
• Paid Course

TensorFlow for Deep Learning Bootcamp

12601 ratings at Udemy

Learn TensorFlow by Google. Become an AI, Machine Learning, and Deep Learning expert!

• Udemy
• 2 days 14 hours 57 minutes
• Self-Paced
• Paid Course

Introduction to TensorFlow Basics

Learn TensorFlow through its tensors: create them, check shape and type, run and broadcast operations, reshape data, and feed them into a first neural network layer.

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

Modeling the Iris Dataset with TensorFlow

Build, evaluate, optimize, and save a multi-class Iris classifier with TensorFlow, including preprocessing, early stopping, and deployment workflows.

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

TensorFlow Techniques for Model Optimization

Optimize TensorFlow models with regularization, dropout, callbacks, and Keras wrappers connecting TensorFlow to scikit-learn.

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