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Sample repo for startdataengineering DE 101 free course
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
VIP cheatsheets for Stanford's CS 229 Machine Learning
Contains code, dashboards, and other visualizations created around airlines
Practical machine learning notebook & articles covers the machine learning end to end life cycle.
A curated list of data science educational resources for essential data science skills
A guide for deploying Shinylive Python application into Github Pages
A topic-centric list of HQ open datasets.
Curated list of project-based tutorials
Curated list of data science interview questions and answers
Writing clean and optimized Python code
Official repo for the #tidytuesday project
Collection of useful data science topics along with articles, videos, and code
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,…
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
📝 An awesome Data Science repository to learn and apply for real world problems.
The Ultimate Product Data Science & Analytics Resource
Master Thesis. Master in Data Science at KSchool (2020-2021)
An analysis to suggest pricing strategy for new Airbnb host in Seattle
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"
Python Data Science Handbook: full text in Jupyter Notebooks
Pyspark RDD, DataFrame and Dataset Examples in Python language
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
Python training for business analysts and traders