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.
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.
Your Instructor
Brighter Futures Hub
Instructor at Udemy
4.0 Instructor Rating
892 Reviews
53,654 Students
32 Courses
Related Courses
More free Machine Learning courses you might be interested in
Free 100% Off
02 February 2026
Expires in 2 days
Master Python for Data Science, Machine Learning, Automation
Complete Python Guide for Data Science, Machine Learning, AI, and Automation with Practical Projects
Free 100% Off
02 February 2026
Expires in 2 days
Mastering Video Editing with AI ChatGPT for Content Creators
Supercharge Your Video Editing: Use AI ChatGPT to Generate Scripts, Titles, Descriptions, and Even …
Free 100% Off
02 February 2026
Expires in 1 day
Machine Learning & Python Data Science for Business and AI
Learn Python Programming, Data Analysis, and Machine Learning Techniques to Solve Real World Busine…
![[DE] KI-Masterclass: Vom Anfänger zum KI-Helden](https://img-c.udemycdn.com/course/750x422/6584541_734c_2.jpg)
Free 100% Off
01 February 2026
Expires in 1 day
[DE] KI-Masterclass: Vom Anfänger zum KI-Helden
Meistere KI-Engineering: Entwickle skalierbare KI-Lösungen mit echten Projekten und praktischem Ler…
Never Miss a Coupon!
Subscribe to our newsletter to get daily updates on the latest free courses.