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Machine Learning 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 Series
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 Series
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
Using ML.NET – Introduction to Machine Learning and ML.NET
Machine Learning with ML.NET – Solving Real-World Regression Problem (Bike Sharing Demands)
Machine Learning with ML.NET – Solving Real-World Classification Problem (Wine Quality)
Machine Learning in ML.NET – Using Machine Learning Model in ASP.NET Core Application
Machine Learning with ML.NET – Comparing Data Exploration in Python with Data Exploration in ML.NET
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 Series
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 Series
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 Series
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 Series
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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April 10, 2018
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