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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

applied-data-science-with-python-and-jupyter

Use powerful industry-standard tools to unlock new, actionable insights from your data

awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

awesome-machine-learning

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

countertext

cs-video-courses

List of Computer Science courses with video lectures.

css-art

d3book

Source files for D3 for R Users

data-science-ml-full-stack

Everything you need to know for data science.

data_visulisation

Exploratory Data Analysis

deeplearningpythonportfolio

design-of-experiments

A Python Package for intuitive design of experiments with user-friendly analysis of results. The aim is for this package to rival the DOE capabilities of commercial software such as JMP. Currently designs and analysis will be more geared towards investigations following the Response Surface Methodology.

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hyperparameter-optimization-of-machine-learning-algorithms

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

interpretable-ml-book

Book about interpretable machine learning

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

javascript-basic-projects

jupyter

Jupyter metapackage for installation, docs and chat

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

practical-machine-learning

Practical machine learning notebook & articles covers the machine learning end to end life cycle.

r-programming-tutorial

Here are the topics talked about R tutorial in 1 YouTube video.

relationaldatabase_sql

stackql

Query, provision and operate Cloud and SaaS resources and APIs using an extensible SQL based framework

streamlit-dashboard-descriptive-analytics-with-mysql

Streamlit Dashboard Descriptive Analytics with MYSQL

webscraping_housing

Using BeautifulSoup to scrape a real estate agency website and generaate a CSV file based on the findings.