Machine Learning Frameworks Courses and Certifications

Coursera

TensorFlow Prediction: Identify Penguin Species

Build and evaluate machine learning models using TensorFlow Decision Forests to classify penguin species based on physical measurements, mastering data preprocessing, feature analysis, and model evaluation.

• Coursera
• 1 hour 33 minutes
• Self-Paced
• Paid Course

Packt

AI Engineering and Deployment

Master TensorFlow, CNNs, RNNs, and AI agent frameworks like AutoGPT to build, deploy, and scale ML models with ethical considerations for real-world applications.

• Coursera
• 8 hours 58 minutes
• Self-Paced
• Paid Course

EDUCBA

Master Machine Learning with TensorFlow: Basics to Advanced

Master TensorFlow fundamentals through hands-on projects, from data preprocessing to deep learning models, using industry-standard tools for real-world ML applications.

• Coursera
• 19 hours 49 minutes
• Self-Paced
• Paid Course

EDUCBA

Mask Detector with Python & TensorFlow: Build & Deploy

Build a real-world mask detection system using OpenCV, TensorFlow, and deploy it on AWS with hands-on computer vision and deep learning techniques.

• Coursera
• 4 hours 35 minutes
• Self-Paced
• Paid Course

EDUCBA

Image Captioning with TensorFlow & Streamlit

Master image captioning by building CNN-RNN models with TensorFlow, creating interactive Streamlit apps, and deploying on AWS for real-world social media applications.

• Coursera
• 4 hours 46 minutes
• Self-Paced
• Paid Course

EDUCBA

TensorFlow: Build & Deploy Face Mask Detection

Master TensorFlow fundamentals and build a real-world face mask detection application using deep learning, computer vision, and Keras for practical AI deployment skills.

• Coursera
• 4 hours 11 minutes
• Self-Paced
• Paid Course

Coursera

Evaluate and Create ML Workflows Visually

Master visual ML experiment evaluation using TensorBoard and refactor training code into reusable workflows with LightningModules and DataModules for real-world ML development.

• Coursera
• 1 hour 33 minutes
• Self-Paced
• Paid Course

Coursera

Building Vision and NLP Workflows with TensorFlow pipelines

Master building Vision and NLP pipelines using TensorFlow, Keras, and transformers—covering tokenization, embeddings, model evaluation, and deployment for real-world AI applications.

• Coursera
• 8 hours 56 minutes
• Self-Paced
• Paid Course

Coursera

Build & Optimize TensorFlow ML Workflows

Master end-to-end TensorFlow 2.x ML pipelines using tf.data, Keras, and custom training, then optimize models for mobile and edge deployment with TensorFlow Lite quantization and benchmarking.

• Coursera
• 2 hours 19 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze and Build Deep Learning Models with TensorFlow

Master deep learning fundamentals and build practical TensorFlow models with hands-on implementation of neural networks, optimization techniques, and real-world applications.

• Coursera
• 4 hours 35 minutes
• Self-Paced
• Paid Course

Discover AI

Why JAX - Comparing Speed and Scalability of Machine Learning Frameworks in 2023

Discover how JAX revolutionizes machine learning with 100x GPU acceleration, superior scalability, and cost-effective cloud infrastructure compared to TensorFlow and PyTorch.

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

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

Deep Learning Masterclass with TensorFlow 2 Over 20 Projects

506 ratings at Udemy

Master Deep Learning with TensorFlow 2 with Computer Vision,Natural Language Processing, Sound Recognition & Deployment

• Udemy
• 2 days 10 hours 28 minutes
• Self-Paced
• Paid Course

TensorFlow

TensorFlow in Google Colaboratory

Discover how to use TensorFlow in Google Colaboratory's free cloud environment. Build neural networks, leverage GPUs/TPUs, and solve ML problems without any setup required.

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

sentdex

Creating a Chatbot with Deep Learning, Python, and TensorFlow

Master chatbot development using deep learning techniques with Python and TensorFlow through hands-on database creation, model training, and interactive implementation.

• YouTube
• 2 hours 16 minutes
• Self-Paced
• Free Video