TensorFlow Courses and Certifications

Chatbots

Dive into chatbot technology, from design principles to practical implementation using Amazon Lex and AWS. Build and evaluate ML classifiers, create functional chatbots, and explore real-world applications.

• Coursera
• 13 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

63183 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
• Free Online Course (Audit)

Supervised Text Classification for Marketing Analytics

14 ratings at Coursera

Learn to use supervised deep learning for text classification in marketing analytics, covering machine learning workflows, neural networks, and practical implementation using Google Colab and Python.

• Coursera
• 12 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Natural Language Processing in TensorFlow

6489 ratings at Coursera

Learn to process text, tokenize sentences, and apply RNNs, GRUs, and LSTMs in TensorFlow for natural language processing tasks, including sentiment analysis and poetry generation.

• Coursera
• 23 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Degree

Post Graduate Certificate in Advanced Machine Learning & AI

Advance your career in AI with a Certificate from IIT Roorkee

• Coursera
• 24 weeks, 6-8 hours a week
• On-Demand
• Paid Course

Convolutional Neural Networks in TensorFlow

8153 ratings at Coursera

Explore advanced ConvNet techniques for image classification, including data augmentation, transfer learning, and multiclass categorization using TensorFlow's high-level APIs.

• Coursera
• 16 hours 33 minutes
• On-Demand
• Free Online Course (Audit)

Sequences, Time Series and Prediction

5080 ratings at Coursera

Course 4 of the deeplearning.ai TensorFlow Specialization will teach you how to solve time series and forecasting problems using RNNs, ConvNets, and the WaveNet architecture.

• Coursera
• 21 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Natural Language Processing on Google Cloud

528 ratings at Coursera

Explore NLP on Google Cloud: from APIs to advanced models. Learn AutoML, custom training, and end-to-end workflows using Vertex AI and TensorFlow. Covers text representation, neural networks, and state-of-the-art techniques.

• Coursera
• 13 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

Production Machine Learning Systems

994 ratings at Coursera

Dive into building high-performing ML systems in production, covering key components, best practices, and design considerations for optimal performance and adaptability.

• Coursera
• 18 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Deep Learning

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
• 22 weeks, 7 hours a week
• On-Demand
• Paid Course
• 5 courses

Deep Learning A-Z 2024: Neural Networks, AI & ChatGPT Prize

46917 ratings at Udemy

Learn to create Deep Learning models in Python from two Machine Learning, Data Science experts. Code templates included.

• Udemy
• 22 hours 35 minutes
• On-Demand
• Paid Course

Complete A.I. & Machine Learning, Data Science Bootcamp

24394 ratings at Udemy

Learn Data Science, Data Analysis, Machine Learning (Artificial Intelligence) and Python with Tensorflow, Pandas & more!

• Udemy
• 1 day 19 hours 56 minutes
• On-Demand
• Paid Course

Complete Guide to TensorFlow for Deep Learning with Python

16958 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
• On-Demand
• Paid Course

Data Science: Deep Learning and Neural Networks in Python

9969 ratings at Udemy

The MOST in-depth look at neural network theory for machine learning, with both pure Python and Tensorflow code

• Udemy
• 12 hours 8 minutes
• On-Demand
• Paid Course

GCP: Complete Google Data Engineer and Cloud Architect Guide

7355 ratings at Udemy

The Google Cloud for ML with TensorFlow, Big Data with Managed Hadoop

• Udemy
• 1 day 3 hours 52 minutes
• On-Demand
• Paid Course