TensorFlow Courses and Certifications

Tensorflow Tutorial for Beginner in Python - Hindi

हिंदी में TensorFlow की शुरुआत से लेकर उन्नत अवधारणाओं तक का व्यापक प्रशिक्षण, जिसमें न्यूरल नेटवर्क, रिग्रेशन, वर्गीकरण और CNN शामिल हैं।

• YouTube
• 9 hours
• On-Demand
• Free Video

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

63510 ratings at Coursera

Enhance deep learning skills: master hyperparameter tuning, regularization, optimization, and TensorFlow implementation for improved neural network performance and systematic results generation.

• Coursera
• 23 hours 35 minutes
• On-Demand
• Paid Course

Kaggle

Tensor Processing Units - TPUs

Explore Tensor Processing Units (TPUs) for accelerated deep learning, from basics to advanced optimization techniques and real-world applications.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Valerio Velardo - The Sound of AI

How to Implement a CNN for Music Genre Classification

Implement a CNN for music genre classification using TensorFlow. Learn cross-validation, inference, and practical application with code examples and step-by-step guidance.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Valerio Velardo - The Sound of AI

Implementing a Neural Network for Music Genre Classification

Implement a music genre classifier using TensorFlow and MFCC features. Learn key deep learning concepts like binary/multiclass classification, ReLUs, batching, and overfitting while building the neural network.

• YouTube
• 33 minutes
• On-Demand
• Free Video

TensorFlow

Introducing Google Coral - Building On-Device AI

Explore Google Coral for on-device AI development, featuring Edge TPU hardware and TensorFlow tools. Learn about accelerated machine learning, from prototyping to production, with demos and technical insights.

• YouTube
• 45 minutes
• On-Demand
• Free Video

TensorFlow

Cloud TPU Pods - AI Supercomputing for Large Machine Learning Problems

Explore Cloud TPU Pods for AI supercomputing, enabling large-scale model parallelism in deep learning. Learn technical details and new TensorFlow features for accelerating machine learning workloads.

• YouTube
• 42 minutes
• On-Demand
• Free Video

TensorFlow

Machine Learning on Your Device - The Options

Explore TensorFlow's options for integrating machine learning into mobile apps and edge devices, from model training to deployment using TensorFlow Lite.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Jeff Heaton

Installing Miniforge and Anaconda/Miniconda Side-by-Side on Mac M1 Monterey

Learn to install and run Anaconda and Miniforge simultaneously on Mac M1, including TensorFlow and Keras setup, with step-by-step guidance and troubleshooting tips.

• YouTube
• 22 minutes
• On-Demand
• Free Video

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 Video

Python Tutorials for Digital Humanities

Neural Networks for Digital Humanities

Discover how to apply neural networks and deep learning to humanities research using TensorFlow and Keras, designed specifically for non-mathematical backgrounds.

• YouTube
• 2 hours 58 minutes
• On-Demand
• Free Video

TensorFlow

Applied ML with KerasCV and KerasNLP

Discover how to build computer vision and natural language processing applications using KerasCV and KerasNLP for image classification, object detection, and text generation.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Learn TensorFlow and deep learning, without a Ph.D.

2 reviews

This 3-hour course (video + slides) offers developers a quick introduction to deep-learning fundamentals, with some TensorFlow thrown into the bargain.

• Independent
• 3 hours
• On-Demand
• Free Online Course

Microcredential

Deep Learning

147033 ratings at Coursera

Master neural networks, deep learning techniques, and their real-world applications. Build and optimize various architectures using Python and TensorFlow to tackle cutting-edge AI challenges in multiple domains.

• Coursera
• 12 weeks, 10 hours a week
• On-Demand
• Paid Course
• 5 courses

AI Projects with Python, TensorFlow, and NLTK

40 ratings at LinkedIn Learning

Supercharge your technical know-how and start building AI projects using Python, TensorFlow, and NLTK.

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