Udemy – Become a TensorFlow Certified Professional Developer 2024-7

Published on: 2024-09-07 17:52:36

Categories: 28

Description

Become a TensorFlow Certified Professional Developer course. In this course, you’ll learn everything you need to master the TensorFlow Developer Certification. We’ll start with an in-depth study of deep learning so you can understand how artificial neural networks work and learn. While covering the theory of deep learning, we also build three different deep learning models in TensorFlow and Keras, from scratch, step by step, coding each line of code.

What you will learn:

Deep learning: deep understanding of artificial neural networks and building deep learning models from scratch.
Computer vision: image classification using convolution in tensorflow, data augmentation and transfer learning.
JavaScript and TensorFlow: training and running models in the browser, managing data in the browser and building object classification models using a webcam.
Natural Language Processing: Building natural language processing systems, text processing, using RNNs, GRUs and LSTMs in TensorFlow and training LSTMs to create poetry and more.
Understanding the basics of deep learning
Building three different deep learning models using TensorFlow and Keras
Image classification using convolutional neural networks (CNN) in TensorFlow
Improving the performance of models using data augmentation and transfer learning techniques
Avoiding the over-optimization process by using methods such as increasing data and removing nodes
Text processing through tokenization and sentence vector representation
Using Recurrent Neural Networks (RNN), Gated Recurrent Units (GRU) and Long Short Term Memory (LSTM) networks for natural language processing tasks
Building device-based models with TensorFlow Lite
Device-Based Models with TensorFlow Lite: Prepare models for battery-powered devices, run models on Android and iOS platforms, and deploy models on embedded systems such as Raspberry Pi and microcontrollers.

This course is suitable for people who:

Looking for deep learning of TensorFlow at an advanced level.
They want to get tensorflow developer certificate.
AI professionals who want to build more powerful AI models using TensorFlow.
Tech enthusiasts who are interested in AI and want to get real hands-on experience with TensorFlow.
Looking to learn After Effects from scratch.
Want to improve their skills in motion graphics.
Looking to create professional animations and visual effects.
They want to unleash their creativity and turn their projects into reality.
Data scientists who want to learn how to use TensorFlow at an advanced level.
Data scientists who want to earn the TensorFlow Developer certification.
AI professionals who want to build more powerful AI models using TensorFlow.
Tech enthusiasts who are interested in artificial intelligence and want to get hands-on experience with TensorFlow.