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Data Science

Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge from structured and unstructured data. Data scientists perform data analysis and preparation, and their findings inform high-level decisions in many organizations.

Here are 35,131 public repositories matching this topic...

keras-team / keras

Deep Learning for humans

python data-science machine-learning deep-learning tensorflow neural-networks

Updated Apr 9, 2023
Python

scikit-learn / scikit-learn

scikit-learn: machine learning in Python

python data-science machine-learning statistics data-analysis

Updated Apr 9, 2023
Python

superset

apache / superset

Apache Superset is a Data Visualization and Data Exploration Platform

react python flask data-science bi analytics superset apache data-visualization data-engineering business-intelligence data-viz data-analytics data-analysis sql-editor asf business-analytics apache-superset

Updated Apr 9, 2023
TypeScript

ML-For-Beginners

microsoft / ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

python education data-science machine-learning r scikit-learn machine-learning-algorithms ml machinelearning machinelearning-python scikit-learn-python

Updated Apr 2, 2023
Jupyter Notebook

pandas-dev / pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

python data-science flexible pandas alignment data-analysis

Updated Apr 9, 2023
Python

Made-With-ML

GokuMohandas / Made-With-ML

Learn how to responsibly develop, deploy and maintain production machine learning applications.

python data-science machine-learning natural-language-processing deep-learning pytorch data-engineering mlops

Updated Apr 6, 2023
Jupyter Notebook

explosion / spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

python nlp data-science machine-learning natural-language-processing ai deep-learning neural-network text-classification cython artificial-intelligence spacy named-entity-recognition neural-networks nlp-library tokenization entity-linking

Updated Apr 7, 2023
Python

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

Sponsor

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 ;)

data-science statistics jupyter-notebook bayesian-methods pymc mathematical-analysis

Updated Feb 14, 2023
Jupyter Notebook

ray-project / ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

python java data-science machine-learning reinforcement-learning deep-learning deployment tensorflow optimization parallel pytorch distributed model-selection hyperparameter-optimization ray automl hyperparameter-search serving rllib

Updated Apr 9, 2023
Python

donnemartin / data-science-ipython-notebooks

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, AWS, and various command lines.

python aws data-science machine-learning caffe theano big-data spark deep-learning hadoop tensorflow numpy scikit-learn keras pandas kaggle scipy matplotlib mapreduce

Updated Apr 1, 2023
Python

AI-Expert-Roadmap

AMAI-GmbH / AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

data-science machine-learning roadmap ai deep-learning neural-network artificial-intelligence data-analysis study-plan ai-roadmap

Updated Feb 26, 2023
JavaScript

applied-ml

eugeneyan / applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

search data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning production data-engineering data-discovery recsys data-quality applied-data-science applied-machine-learning

Updated Apr 7, 2023

streamlit / streamlit

Streamlit — The fastest way to build data apps in Python

python data-science machine-learning deep-learning data-visualization developer-tools data-analysis streamlit

Updated Apr 9, 2023
Python

lightning

Lightning-AI / lightning

Deep learning framework to train, deploy, and ship AI products Lightning fast.

python data-science machine-learning ai deep-learning pytorch artificial-intelligence

Updated Apr 9, 2023
Python

eriklindernoren / ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

data-science machine-learning data-mining deep-learning genetic-algorithm deep-reinforcement-learning machine-learning-from-scratch

Updated Oct 26, 2022
Python

academic / awesome-datascience

📝 An awesome Data Science repository to learn and apply for real world problems.

science data-science machine-learning data-mining deep-learning analytics data-visualization awesome-list data-scientists hacktoberfest

Updated Apr 7, 2023

Data-Science-For-Beginners

microsoft / Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

python data-science pandas data-visualization data-analysis

Updated Apr 1, 2023
Jupyter Notebook

dash

plotly / dash

Sponsor

Data Apps & Dashboards for Python. No JavaScript Required.

Updated Apr 7, 2023
Python

fastai / fastbook

The fastai book, published as Jupyter Notebooks

python data-science machine-learning deep-learning book notebooks fastai

Updated Apr 6, 2023
Jupyter Notebook

d2l-ai / d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

python data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning mxnet book notebook tensorflow keras pytorch kaggle hyperparameter-optimization recommender-system gaussian-processes jax

Updated Apr 6, 2023
Python

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Related Topics

big-data data-analysis data-mining data-visualization machine-learning