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Rubik's Code

Artificial Intelligence Without Tears

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    • Introducing Test Driven Development in C# – Video Course
    • Test Driven Development with C# and .NET Core MVC – Video Course
    • Real-World Machine Learning Projects with Sci-Kit Learn
  • Articles
  • Series
    • Artificial Neural Networks
      • Introduction to Artificial Neural Networks
      • Common Neural Network Activation Functions
      • How do Artificial Neural Networks learn?
      • Backpropagation Algorithm in Artificial Neural Networks
      • Implementing Simple Neural Network in C#
      • Introduction to TensorFlow – With Python Example
      • Implementing Simple Neural Network using Keras – With Python Example
      • Introduction to Convolutional Neural Networks
      • Implementation of Convolutional Neural Network using Python and Keras
      • Introduction to Recurrent Neural Networks
      • Understanding Long Short-Term Memory Networks (LSTMs)
      • Two Ways to Implement LSTM Network using Python – with TensorFlow and Keras
    • GAN
      • Introduction to Generative Adversarial Networks (GANs)
      • Implementing GAN & DCGAN with Python
      • Introduction to Adversarial Autoencoders
      • Generating Images using Adversarial Autoencoders and Python
      • Implementing CycleGAN Using Python
      • Introduction to CycleGAN
    • Machine Learning with ML.NET
      • Ultimate Guide to Machine Learning with ML.NET
    • TensorFlow.js
      • Introduction to Tensorflow.js with Real-World Example
      • Image Classification With TensorFlow.js
      • Drawing with Voice – Speech Recognition with TensorFlow.js
    • Mathematics for Artificial Intelligence
      • Mathematics for Artificial Intelligence – Linear Algebra
      • Mathematics for Artificial Intelligence – Calculus & Optimization
      • Mathematics for Artificial Intelligence – Probability
    • Asynchronous Programming in .NET
      • Motivation and Unit Testing
      • Common Mistakes and Best Practices
      • Task-based Asynchronous Pattern (TAP)
      • Benefits and Tradeoffs of Using ValueTask
    • Self- Organizing Maps
      • Introduction to Self-Organizing Maps
      • Implementing Self-Organizing Maps with Python and TensorFlow
      • Implementing Self-Organizing Maps with .NET Core
      • Credit Card Fraud Detection Using Self-Organizing Maps and Python
    • Restricted Boltzmann Machine
      • Introduction to Restricted Boltzmann Machines
      • Implementing Restricted Boltzmann Machine with Python and TensorFlow
      • Implementing Restricted Boltzmann Machine with .NET Core
      • Generate Music Using TensorFlow and Python
    • MongoDB
      • Introduction to NoSQL and Polyglot Persistence
      • MongoDB Basics – part 1.
      • Mongo DB Basics – part 2.
      • Using MongoDB in C#
      • MEAN Stack Crash Course – Using MongoDB with Node.js, Express and Angular 4
      • Serverless and Playing Around With MongoDB Atlas
    • Philosophy as Motivational Tool for Software Crafters
      • How to use Miyamoto Musashi’s Philosophy to Become Better Software Crafter
      • How to use Marcus Aurelius’s Meditations to Become Better Software Crafter
      • How to use Friedrich Nietzsche’s philosophy to be better Software Crafter
      • How to use “Art of War” to be better Software Crafter
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    • .NET
    • Python
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Products

  • Introducing Test Driven Development in C#
  • Test Driven Development with C# and .NET Core MVC
  • Real-World Machine Learning Projects with Sci-Kit Learn

Series

  • Artificial Neural Networks Series
  • Machine Learning with ML.NET Series
  • Asynchronous Programming in .NET Series
  • MongoDB Series
  • Philosophy as Motivational Tool for Software Crafters Series

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