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100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

awesome

😎 Awesome lists about all kinds of interesting topics

awesome-ai-in-finance

🔬 A curated list of awesome machine learning strategies & tools in financial market.

awesome-datascience

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

awesome-dataviz

:chart_with_upwards_trend: A curated list of awesome data visualization libraries and resources.

awesome-geospatial

Long list of geospatial tools and resources

awesome-public-datasets

A topic-centric list of HQ open datasets.

awesome-python-data-science

Probably the best curated list of data science software in Python.

best-data-science-resources

This repository contains the best Data Science free hand-picked resources to equip you with all the industry-driven skills and interview preparation kit.

cw1_final

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science-blogs

A curated list of data science blogs

data-science-cheatsheet

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

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.

datascience

Curated list of Python resources for data science.

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

dsm020-21

food-panda-data-scraping-and-analysis

forecasting

Time Series Forecasting Best Practices & Examples

free-data-science-books

Free resources for learning data science

go

The Open Source Data Science Masters

learn-python

📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

learndatascience

Open Content for self-directed learning in data science

optapy

OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.

pandas_exercises

Practice your pandas skills!

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.