Datascience with Python Pandas and colab one hour
12Learn 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 If you enjoyed this video, here are additional resources to look at:
Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale
O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017
O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/
Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/
Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B0855FSFYZ
Pragmatic AI Labs Book: Cloud Computing for Data Analysis : https://www.amazon.com/gp/product/B0992BN7W8
Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B0855NSRR7
Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B0855NSRR7
Subscribe to Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q
View content on noahgift.com: https://noahgift.com/
View content on Pragmatic AI Labs Website: https://paiml.com/
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