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Deep Learning Atlanta – Hands-on Training | JustAcademy

Deep Learning in Atlanta GA
  • Category

    Data Analytics
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Course Highlights

Mathematics for Deep Learning

 

 

 

Basic linear algebra concepts.

 

Probability and statistics fundamentals.

 

Understanding gradients and optimization.

 

 

 

Neural Networks Basics

 

 

 

Structure of artificial neural networks.

 

Activation functions.

 

Loss functions and optimization techniques.

 

 

 

Python for Deep Learning

 

 

 

Using Python for data science.

 

Working with NumPy and Pandas basics.

 

Data preprocessing techniques.

 

 

 

Deep Learning Frameworks

 

 

 

Introduction to TensorFlow and PyTorch.

 

Building and training models.

 

 

 

Training Deep Neural Networks

 

 

 

Forward and backward propagation.

 

Gradient descent and variants.

 

Overfitting and regularization.

 

 

 

Convolutional Neural Networks (CNN)

 

 

 

Understanding CNN architecture.

 

Image classification and object detection basics.

 

Working with image datasets.

 

 

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Learn Deep Learning in Atlanta with Practical Neural Network Projects

Understand Core Concepts Like CNNs, RNNs, and Model Tuning

Build and Train Models Using TensorFlow and PyTorch

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