Datacamp🍧 A repository that contains courses I have taken on DataCamp
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Pydata Pandas WorkshopMaterial for my PyData Jupyter & Pandas Workshops, I'm also available for personal in-house trainings on request
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Cookbook 2nd CodeCode of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]
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Pytorch connectomicsPyTorch Connectomics: segmentation toolbox for EM connectomics
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Seaborn TutorialThis repository is my attempt to help Data Science aspirants gain necessary Data Visualization skills required to progress in their career. It includes all the types of plot offered by Seaborn, applied on random datasets.
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Jupyter pivottablejsDrag’n’drop Pivot Tables and Charts for Jupyter/IPython Notebook, care of PivotTable.js
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Data Analysis主要是爬虫与数据分析项目总结,外加建模与机器学习,模型的评估。
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Qs ledgerQuantified Self Personal Data Aggregator and Data Analysis
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Neuromatch AcademyPreparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities
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Drugs Recommendation Using ReviewsAnalyzing the Drugs Descriptions, conditions, reviews and then recommending it using Deep Learning Models, for each Health Condition of a Patient.
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RastermapA multi-dimensional embedding algorithm
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ResourcesPyMC3 educational resources
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Spark Py NotebooksApache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks
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DeepeegDeep Learning with Tensor Flow for EEG MNE Epoch Objects
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Course ContentNMA Computational Neuroscience course
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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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Bcs workshop apr 20Workshop on basic machine learning, computational modeling, psychophysics, basic data analysis and experiment design
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Iclr2020 OpenreviewdataScript that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.
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CoursesQuiz & Assignment of Coursera
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BapBayesian Analysis with Python (Second Edition)
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Cookbook 2ndIPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018
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SkdataPython tools for data analysis
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Data ScienceCollection of useful data science topics along with code and articles
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Crunchbase MlMerge and Acquisitions Prediction based on M&A information from Crunchbase.
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Pandas ProfilingCreate HTML profiling reports from pandas DataFrame objects
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Optimus🚚 Agile Data Preparation Workflows made easy with dask, cudf, dask_cudf and pyspark
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Data Science On GcpSource code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
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MetrotwitterWhat Twitter reveals about the differences between cities and the monoculture of the Bay Area
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Daru Viewdaru-view is for easy and interactive plotting in web application & IRuby notebook. daru-view is a plugin gem to the existing daru gem.
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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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StingrayAnything can happen in the next half hour (including spectral timing made easy)!
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100 Pandas Puzzles100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
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ExportifyExport Spotify playlists using the Web API. Analyze them in the Jupyter notebook.
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Pythondatarepo for code published on pythondata.com
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Dat8General Assembly's 2015 Data Science course in Washington, DC
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Hyperlearn50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster
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DeeptimeDeep learning meets molecular dynamics.
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Datasist A Python library for easy data analysis, visualization, exploration and modeling
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PbpythonCode, Notebooks and Examples from Practical Business Python
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Notebooksinteractive notebooks from Planet Engineering
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Quantitative NotebooksEducational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy
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Pandas VideosJupyter notebook and datasets from the pandas Q&A video series
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Ml Workspace🛠 All-in-one web-based IDE specialized for machine learning and data science.
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