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INGOAMPT | Apps, SaaS, AI Tools, Learning & Digital Products

Category:Machine Learning Overview Page №7

  • ingoampt
  • August 15, 2024
  • deep learning, Machine Learning Overview

How Create API by Deep Learning to Earn Money and what is the Best Way for Mac Users – Breaking studies on Day 22

How to Make Money by Creating APIs for Deep Learning – Part 1 Creating APIs (Application Programming Interfaces) for deep learning presents numerous opportunities to […]

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  • ingoampt
  • August 14, 2024
  • deep learning, Machine Learning Overview

Weight initialisation in Deep Learning well explained _ Day 21

  Weight Initialization in Deep Learning: Classic and Emerging Techniques Understanding the correct initialization of weights in deep learning models is crucial for effective training […]

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  • ingoampt
  • August 13, 2024
  • deep learning, Machine Learning Overview

Vanishing gradient explained in detail _ Day 20

First let’s explain what’s Vanishing Gradient Problem in Neural Networks Understanding and Addressing the Vanishing Gradient Problem in Deep Learning Understanding and Addressing the Vanishing […]

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  • ingoampt
  • August 12, 2024
  • deep learning, Machine Learning Overview

Mastering Hyperparameter Tuning & Neural Network Architectures: Exploring Bayesian Optimization_ Day 19

In conclusion, Bayesian optimization does not change the internal structure of the model—things like the number of layers, the activation functions, or the gradients. Instead, […]

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  • ingoampt
  • August 9, 2024
  • Machine Learning Overview

Automatic vs Manual optimisation in Keras_. day 18

First check automatic – keras tuner – which is explained in our previous post Automated Hyperparameter Tuning in Keras Part 1: Automated Approaches for Hyperparameter […]

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  • ingoampt
  • August 8, 2024
  • artificial intelligence, Machine Learning Overview

Hyperparameter Tuning with Keras Tuner _ Day 17

A Comprehensive Guide to Hyperparameter Tuning with Keras Tuner Introduction In the world of machine learning, the performance of your model can heavily depend on […]

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  • ingoampt
  • August 6, 2024
  • deep learning, keras, Machine Learning Overview

TensorFlow: Using TensorBoard, Callbacks, and Model Saving in Keras _. day 16

Mastering TensorFlow: Using TensorBoard, Callbacks, and Model Saving in Keras Mastering TensorFlow: Using TensorBoard, Callbacks, and Model Saving in Keras TensorFlow and Keras provide powerful […]

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  • ingoampt
  • August 5, 2024
  • keras, Machine Learning Overview

Sequential vs Functional Keras API Part 2 explanation _ Day 15

Keras API Example Let’s continue from day 14 which we explained the 3 Keras API types and compare them Understanding Sequential vs. Functional API in […]

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  • ingoampt
  • August 3, 2024
  • Machine Learning Overview, keras

sequential , functional and model subclassing API in Keras _ day 14

In our last blog on day 13, we explained what’s Keras and we showed a code example which was using the Sequential API but did […]

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  • ingoampt
  • August 2, 2024
  • Machine Learning Overview, keras

What is Keras _ day 13

Understanding Keras and Its Role in Deep Learning What is Keras? Keras is an open-source software library that provides a Python interface for artificial neural […]

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