What You'll Learn

  • Introduction to TensorFlow and its ecosystem.
  • Setting up TensorFlow (installation
  • virtual environments).
  • TensorFlow Core Concepts: Tensors
  • Variables
  • Operations.
  • Understanding the TensorFlow Execution Model.
  • Working with Tensors: Creating
  • Manipulating
  • and Indexing.
  • Mathematical Operations and Broadcasting.
  • Variables and Constants.
  • Automatic Differentiation with GradientTape.
  • Compiling and Training Keras Models.
  • Model Evaluation and Performance Metrics.
  • Convolutional Layers
  • Pooling Layers
  • and Activation Functions.
  • Building CNNs for Image Classification and Object Detection.
  • Understanding Sequence Data and Time Series Analysis.
  • Building RNNs for Text Generation and Sentiment Analysis.
  • Text Preprocessing: Tokenization
  • Stemming
  • and Lemmatization.
  • TensorFlow Datasets API for Efficient Data Loading.
  • TensorBoard for Visualization and Debugging.
  • TensorFlow Lite for Mobile and Embedded Devices.
  • TensorFlow.js for Browser Based Machine Learning.

Requirements

  • No prior deep learning experience required.

Description

This comprehensive course will take you on a journey from the foundational concepts of machine learning and TensorFlow to the creation of advanced, real world deep learning models. I'll start with the basics, giving you a solid understanding of how neural networks work, and progressively build up your skills to tackle complex problems in computer vision, natural language processing (NLP), and more. Through a series of hands-on labs, projects, and practical examples, you'll learn to not only build and train models but also to understand the "why" behind the code, enabling you to confidently solve new and challenging problems.


This course is designed for anyone with a basic understanding of Python programming who wants to build a career in machine learning and artificial intelligence. Whether you're a student, a software developer, or a data analyst, this course will provide you with the practical skills and foundational knowledge to become a proficient TensorFlow practitioner.


Why Take This Course?

Artificial Intelligence is transforming industries worldwide, and deep learning lies at its core. TensorFlow, developed by Google, has become the industry standard library for building and deploying AI applications at scale. This course provides a step by step learning journey, blending theory with hands-on coding so you not only understand concepts but can also implement them in real world projects.


By the end of this course, you’ll have the knowledge and confidence to:

  • Understand the foundations of deep learning and TensorFlow.

  • Build simple and complex neural networks from scratch.

  • Train, evaluate, and optimize models using modern techniques.

  • Work with Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and advanced architectures.

  • Deploy machine learning models in real-world scenarios.


What You’ll Learn:

  • Master TensorFlow: From fundamentals to advanced deployment.

  • Think Like a Deep Learning Engineer: Understand the “why” behind each step.

  • Future Proof Skills: Learn architectures powering GPT, BERT, and other state of the art systems.

  • Career Boost: Gain skills highly sought after in AI, ML, and data science industries.

  • Hands-On Confidence: Not just theory—every concept is practiced with real datasets and code.


No prior knowledge of machine learning or deep learning is required. A basic understanding of Python programming is recommended.


Why This Course Stands Out

  • Comprehensive Curriculum: Covers both fundamentals and advanced topics.

  • Practical Focus: Hands-on coding and real-world projects ensure you learn by doing.

  • Step by Step Guidance: Concepts explained in simple, intuitive language.

  • Future Proof Skills: Covers emerging areas like transformers and model deployment.


By the End of the Course, You Will Be Able To:

  • Confidently use TensorFlow for deep learning projects.

  • Build and train different types of neural networks.

  • Apply deep learning techniques to images, text, and sequential data.

  • Experiment with cutting edge models like GANs and Transformers.

  • Deploy and scale models for real world applications.


Are you ready to become a TensorFlow expert and build the future with AI?

Join today and start your journey from basic to advanced neural networks— and beyond!

Who this course is for:

  • Anyone curious about AI and deep learning who wants to start from scratch.
  • Those with Python knowledge who want to dive into TensorFlow and neural networks.
  • rofessionals aiming to enhance their ML/DL skills with TensorFlow.
  • Learners who want to explore advanced neural architectures and applications.
TensorFlow Course: Basic to Advanced Neural Network & Beyond

Course Includes:

  • Price: FREE
  • Enrolled: 8226 students
  • Language: English
  • Certificate: Yes
  • Difficulty: Advanced
Coupon verified 07:27 AM (updated every 10 min)

Recommended Courses

The Complete Bootstrap 5 Course: Modern Layouts Made Easy
4.6
(10 Rating)
FREE

Hands-on Bootstrap 5 course for building fast, adaptable websites that look great on any device.

Enrolled
Unlock the Power of Your Name: Name Numerology Master Class
4.121212
(33 Rating)
FREE

Discover the secrets of Chaldean Name Numerology — calculate name numbers, analyze name vibrations, and uncover success

Enrolled
The Complete SQL Course: From Zero to Data Analyst
3.91
(71 Rating)
FREE

Master Foundational to Advanced SQL Concepts, including Joins, Subqueries, and Window Functions

Enrolled
Basic Numerology Success Program
4.2702703
(37 Rating)
FREE
Category
Personal Development, Other Personal Development,
  • English
  • 5233 Students
Basic Numerology Success Program
4.2702703
(37 Rating)
FREE

Secrets of Your Birth Date and Name to Unlock Your True Potential, Understanding Core Numbers and Their Influence

Enrolled
Timeboxing for Enhanced Productivity: A Practical Guide
4.71
(181 Rating)
FREE

A Short Course for you to Reclaim your Productivity

Enrolled
Programming Bootcamp with Python, JavaScript, C++, PHP MySql
4.55
(111 Rating)
FREE

Learn Python, C++, JavaScript, and PHP/MySQL in a Comprehensive Web and App Development Bootcamp

Enrolled
Fleet Management Step By Step
4.785714
(7 Rating)
FREE
Category
Business, Management, Fleet Management
  • English
  • 1757 Students
Fleet Management Step By Step
4.785714
(7 Rating)
FREE

Master cost-effective, data-driven, sustainable fleet operations using modern tools and best practices

Enrolled
Advanced Instagram Marketing Blueprint Complete Guide
4.22
(88 Rating)
FREE

Master Instagram Reels, Stories, and Live: Create Engaging Video Content, Build a Thriving Community, and Drive Traffic

Enrolled
Mastering C# Learn Building Games, Application, Softwares
4.14
(146 Rating)
FREE

A Complete Hands-On Guide to C# for Game Development, Application Programming, and Software Engineering

Enrolled

Previous Courses

Machine Learning & Python Data Science for Business and AI
4.322222
(45 Rating)
FREE

Learn Python Programming, Data Analysis, and Machine Learning Techniques to Solve Real World Business Challenges with AI

Enrolled
AI Models Mastery - ChatGPT, Gemini and DeepSeek
4
(6 Rating)
FREE

Learn ChatGPT, Gemini, and DeepSeek from Scratch — A Complete Guide to AI Models

Enrolled
Gemini AI: Complete Guide to Google’s Powerful AI
4.3
(5 Rating)
FREE

Master Google Gemini AI, Advanced Prompting, Automation Workflows, Productivity Hacks For Business Or Career Success.

Enrolled
Perplexity AI Masterclass: AI Search and Research
0
(0 Rating)
FREE

Master AI-Powered Search, Prompt Techniques, Research, Citations, and Productivity Workflows Using Perplexity AI

Enrolled
Complete SQL Course: Become an Expert in Database Management
3.857143
(7 Rating)
FREE

Master SQL Queries, Database Design, and Advanced Techniques to Manage and Analyze Data Like a Pro

Enrolled
HTML & CSS: The Complete Web Development Guide
3.75
(10 Rating)
FREE
Category
Development, Web Development, HTML
  • English
  • 2342 Students
HTML & CSS: The Complete Web Development Guide
3.75
(10 Rating)
FREE

Learn Modern HTML & CSS From Scratch and Build Real Websites - Build Responsive, Modern Websites Using HTML & CSS

Enrolled
Redash Masterclass: Dashboards, SQL & On-Prem Deployment
0
(0 Rating)
FREE

Learn Redash end-to-end: install on-prem, connect data sources, write SQL queries, build dashboards.

Enrolled
The Complete Google Sheets Course - Google Spreadsheet Tips
4.16
(379 Rating)
FREE

Learn Google Sheets from Beginner to Advanced - Learn Pivot Tables - Graphs -Dashboards - & More!

Enrolled
Complete Google Slides Course - Create Stunning Slides
4.42
(765 Rating)
FREE
Category
Business, Management, Google Slides
  • English
  • 77508 Students
Complete Google Slides Course - Create Stunning Slides
4.42
(765 Rating)
FREE

Create Google Slides - Your Presentations Can Captivate - Beginner to Advanced - Wow the Audience

Enrolled

Total Number of 100% Off coupon added

Till Date We have added Total 4139 Free Coupon. Total Live Coupon: 423

Confused which course 100% Off coupon is live? Click Here

For More Updates Join Our Telegram Channel.