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* [Interactive Jupyter Book, Website and Colab Notebooks for Pearson Video](https://paiml.github.io/python_for_datascience/intro.html)
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* [Watch Python for Data Science Video](https://learning.oreilly.com/videos/python-for-data/9780135687253)
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![Video](https://learning.oreilly.com/api/v1/videoplaylists/image/800x600/media/book/35/9780135687253/9780135687253-2019-04-02.jpg)
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## TOC: Python For Data Science
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* [Lesson 2: Introduction to Colab](https://github.com/paiml/python_for_datascience/blob/master/Lesson2_Python_For_Data_Science_Introduction_to_Colab.ipynb)
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* Reading content on [Pragmatic AI Medium](https://medium.com/pragmatic-ai-labs)
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* Hear more about the some of the topics covered in [TWIML podcast](https://twimlai.com/twiml-talk-158-growth-hacking-sports-w-machine-learning-with-noah-gift/)
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### Additional Related Topics from Noah Gift
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His most recent books are:
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* [Pragmatic A.I.:   An introduction to Cloud-Based Machine Learning (Pearson, 2018)](https://www.amazon.com/Pragmatic-AI-Introduction-Cloud-Based-Analytics/dp/0134863860)
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* [Python for DevOps (O'Reilly, 2020)](https://www.amazon.com/Python-DevOps-Ruthlessly-Effective-Automation/dp/149205769X)
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His most recent video courses are:
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* [Essential Machine Learning and A.I. with Python and Jupyter Notebook LiveLessons (Pearson, 2018)](https://learning.oreilly.com/videos/essential-machine-learning/9780135261118)
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* [AWS Certified Machine Learning-Specialty (ML-S) (Pearson, 2019)](https://learning.oreilly.com/videos/aws-certified-machine/9780135556597)
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* [Python for Data Science Complete Video Course Video Training (Pearson, 2019)](https://learning.oreilly.com/videos/python-for-data/9780135687253)
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* [AWS Certified Big Data - Specialty Complete Video Course and Practice Test Video Training (Pearson, 2019)](https://learning.oreilly.com/videos/aws-certified-big/9780135772324)
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* [Building A.I. Applications on Google Cloud Platform (Pearson, 2019)](https://learning.oreilly.com/videos/building-ai-applications/9780135973462)
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* [Pragmatic AI and Machine Learning Core Principles (Pearson, 2019)](https://learning.oreilly.com/videos/pragmatic-ai-and/9780136554714)
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* [Data Engineering with Python and AWS Lambda (Pearson, 2019)](https://learning.oreilly.com/videos/data-engineering-with/9780135964330)
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His most recent online courses are:
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* [Microservices with this Udacity DevOps Nanodegree (Udacity, 2019)](https://www.udacity.com/course/cloud-dev-ops-nanodegree--nd9991)
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* [Command Line Automation in Python (DataCamp, 2019)](https://www.datacamp.com/instructors/ndgift)
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* [AWS Certified Cloud Practitioner 2020-Real World & Pragmatic](https://www.udemy.com/course/aws-certified-cloud-practitioner-2020-real-world-pragmatic/?referralCode=CAC679A7D08212773428).

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