Tensorboard Courses and Certifications

Microcredential

TensorFlow: Data and Deployment

Explore advanced TensorFlow deployment scenarios across browsers, mobile devices, and various platforms. Learn data pipeline management, model retraining, and privacy-preserving techniques for real-world AI applications.

• Coursera
• 17 weeks, 3 hours a week
• On-Demand
• Paid Course
• 4 courses

Advanced Deployment Scenarios with TensorFlow

502 ratings at Coursera

Explore advanced deployment scenarios using TensorFlow Serving, TensorFlow Hub, TensorBoard, and federated learning to effectively bring machine learning models into real-world applications.

• Coursera
• 12 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Intro to Deep Learning project in TensorFlow 2.x and Python

77 ratings at Udemy

Advanced implementation of regression modelling techniques like lasso regression in TensorFlow

• Udemy
• 5 hours 43 minutes
• On-Demand
• Paid Course

Neural Network Programming - Deep Learning with PyTorch

1 review

Learn to build and train neural networks using PyTorch, covering tensor operations, CNN architecture, data preparation, training loops, and performance optimization techniques for deep learning projects.

• YouTube
• 9 hours
• On-Demand
• Free Online Course

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
• On-Demand
• Free Trial Available

TensorFlow: Working with Images

87 ratings at LinkedIn Learning

Learn the ins and outs of working with images in TensorFlow 2.0

• LinkedIn Learning
• 40 minutes
• On-Demand
• Free Trial Available

Building Deep Learning Applications with Keras 2.0

50 ratings at LinkedIn Learning

Get a thorough introduction to Keras, a versatile deep learning framework, and learn how to build, deploy, and monitor robust deep learning models.

• LinkedIn Learning
• 1 hour 51 minutes
• On-Demand
• Free Trial Available

Intro to PyTorch Tutorial - Building Fashion Recognizer

Learn to build a fashion recognizer using PyTorch in this hands-on tutorial. Covers core functionality, network architecture, loss functions, optimizers, and TensorBoard integration for effective model training.

• YouTube
• 32 minutes
• On-Demand
• Free Online Course

Aladdin Persson

Pytorch TensorBoard Tutorial

Comprehensive guide to TensorBoard in PyTorch: plotting functions, hyperparameter search, image and weight visualization, and embedding projector. Practical examples included.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Code Monkey

How to Use Machine Learning AI in Unity - ML-Agents

Unlock the power of Machine Learning AI in Unity with ML-Agents. Learn installation, agent creation, training, and visualization to enhance your game development skills.

• YouTube
• 45 minutes
• On-Demand
• Free Online Course

Aladdin Persson

Complete TensorBoard Guide

Comprehensive guide to TensorBoard features including loss plots, image visualization, confusion matrices, hyperparameter tuning, embedding projections, and TensorFlow profiler for model optimization and analysis.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Online Course

TensorFlow

Inside TensorFlow - Summaries and TensorBoard

Explore TensorBoard and tf.summary API for data visualization in TensorFlow. Learn about API changes, log directories, event files, and best practices from a TensorFlow engineer.

• YouTube
• 43 minutes
• On-Demand
• Free Online Course

TensorFlow

Inside TensorFlow - TF Debugging

Explore TensorFlow debugging techniques for TF 2 and TF 1, covering tensor value printing, device placement, graph visualization, and step debugging in Keras models.

• YouTube
• 38 minutes
• On-Demand
• Free Online Course

StatQuest with Josh Starmer

Long Short-Term Memory with PyTorch + Lightning

Learn to implement and train LSTM networks using PyTorch and Lightning, covering custom LSTM coding, PyTorch's built-in LSTM, and advanced training techniques for deep learning projects.

• YouTube
• 33 minutes
• On-Demand
• Free Online Course

Venelin Valkov

Fine-Tuning LLM with QLoRA on Single GPU - Training Falcon-7b on ChatBot Support FAQ Dataset

Learn to fine-tune Falcon-7b LLM on a custom dataset using QLoRA. Covers model loading, LoRA adapter implementation, fine-tuning, progress monitoring, and performance evaluation on chatbot support FAQs.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course