Ds and ml projectsData Science & Machine Learning projects and tutorials in python from beginner to advanced level.
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25daysinmachinelearningI will update this repository to learn Machine learning with python with statistics content and materials
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Pandas ProfilingCreate HTML profiling reports from pandas DataFrame objects
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CodeCompilation of R and Python programming codes on the Data Professor YouTube channel.
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BoostarootaA fast xgboost feature selection algorithm
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Machine learning basicsPlain python implementations of basic machine learning algorithms
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ArticlesA repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci
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Machine learning refinedNotes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
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LambdaschooldatascienceCompleted assignments and coding challenges from the Lambda School Data Science program.
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MachinelearningA repo with tutorials for algorithms from scratch
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Agile data code 2Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition
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Data Science Your WayWays of doing Data Science Engineering and Machine Learning in R and Python
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Data Science Resources👨🏽🏫You can learn about what data science is and why it's important in today's modern world. Are you interested in data science?🔋
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Machine Learning From ScratchSuccinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
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Storytelling With DataCourse materials for Dartmouth Course: Storytelling with Data (PSYC 81.09).
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Openml RR package to interface with OpenML
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Machine learningEstudo e implementação dos principais algoritmos de Machine Learning em Jupyter Notebooks.
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SweetvizVisualize and compare datasets, target values and associations, with one line of code.
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Spark R Notebooks R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks
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Industry Machine LearningA curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
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LearningxDeep & Classical Reinforcement Learning + Machine Learning Examples in Python
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Data Describedata⎰describe: Pythonic EDA Accelerator for Data Science
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VirgilioVirgilio is developed and maintained by these awesome people.
You can email us virgilio.datascience (at) gmail.com or join the Discord chat.
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DataprepDataPrep — The easiest way to prepare data in Python
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Kaggle CompetitionsThere are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.
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Dat8General Assembly's 2015 Data Science course in Washington, DC
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AulasAulas da Escola de Inteligência Artificial de São Paulo
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Machine Learning And Data ScienceThis is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and reading material.
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Data Science WgSF Brigade's Data Science Working Group.
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Data science blogsA repository to keep track of all the code that I end up writing for my blog posts.
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NlpaugData augmentation for NLP
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Book This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.
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2016 Ml ContestMachine learning contest - October 2016 TLE
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ImageprocessingMicaSense RedEdge and Altum image processing tutorials
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RaspberryturkThe Raspberry Turk is a robot that can play chess—it's entirely open source, based on Raspberry Pi, and inspired by the 18th century chess playing machine, the Mechanical Turk.
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Scipy con 2019Tutorial Sessions for SciPy Con 2019
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