Python for Data Science with Colab and Pandas in One Hour Video Course

Python for Data Science with Colab and Pandas in One Hour Video Course

by Alfredo Deza, Noah Gift
Released February 2021
Publisher(s): Pragmatic AI Solutions
ISBN: 62062021VIDEOPAIML

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Video description

Learn to do Data Science with Python, Pandas and Colab Notebook in one hour! This video lesson takes you through a Covid-19 Dataset from the NyTimes and shows you how to explore it. The libraries involved include: Pandas, Colab, Plotly, sklearn, numpy and matplotlib. A suggested structure for Data Science projects is included: Ingest, EDA, Modeling and Conclusion. Finally, the course wraps up with how to integrate Cloud based business analytics including the following tools. AWS Cloud9, IPython, AWS Rekognition, AWS Translate and AWS Comprehend. These solutions are explored with both boto3 and the AWS Console. Follow along with the Github Resource: https://github.com/paiml/minimal-python/blob/master/Chapter7_data_science.ipynb

Table of contents

Product information

  • Title: Python for Data Science with Colab and Pandas in One Hour Video Course
  • Author(s): Alfredo Deza, Noah Gift
  • Release date: February 2021
  • Publisher(s): Pragmatic AI Solutions
  • ISBN: 62062021VIDEOPAIML