MarkFontenot
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AI/ML/DS Repos
Practice your pandas skills!
Library to scrape and clean web pages to create massive datasets.
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
personal booknotes of Designing Data-Intensive Application
Literature references for “Designing Data-Intensive Applications”
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Jupyter notebook and datasets from the pandas video series
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
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.
Apache Superset is a Data Visualization and Data Exploration Platform
An Open Source Machine Learning Framework for Everyone
A python library for user-friendly forecasting and anomaly detection on time series.
📊 Path to a free self-taught education in Data Science!
IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
🐍 Learn Python and Pandas from the ground up
Plain python implementations of basic machine learning algorithms
A collection of machine learning examples and tutorials.
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Source Code for the book Building Machine Learning Systems with Python
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…
Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.
The fastai book, published as Jupyter Notebooks
This is a collection of iPython notebooks from my course on data mining. Data used in the notebooks can be downloaded from the given links in the notebooks.
common data analysis and machine learning tasks using python
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
A curated list of awesome Machine Learning frameworks, libraries and software.