MaxIakovliev

problemSolving

-Introduction_To_Natural_Language_Processing-

practicing in NLP

algorithms

AlgorithmsAndDataStructuresInCSharp

AlgorithmVisualizer

Algorithm Visualizer

awesome-algorithms

A curated list of awesome places to learn and/or practice algorithms.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

complete-intro-to-vue-3-workshop

GeneticAlgorithmsWithPython

source code from the book Genetic Algorithms with Python by Clinton Sheppard

Introduction-to-NLP

Lectures for Udemy - INLP

machine_learning_examples

A collection of machine learning examples and tutorials.

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

nlp-ml-dl-notes

my personal notes on nlp ml and dl topics.

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Problems

problems_in_python

Python-Machine-Learning-Cookbook

Code files for Python-Machine-Learning-Cookbook

rake-nltk

Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.

StudyBook

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.