Data Science on Python 2021-22
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 ChGenre: eLearning | Language: English + srt | Duration: 86 lectures (10h 18m) | Size: 2.9 GB

A clear understanding about the data science theory, techniques and its application in Jupyter Notebook platform
This course will review common Python functionality and features along with Jupyter Notebook
The students will learn about the toolkits Python has for data cleaning and processing - pandas
The students will learn to create stunning data visualizations with matplotlib, and seaborn
The students will learn how to merge DataFrames, generate summary tables, group data into logical pieces, and manipulate dates
The students will be introduced to a variety of statistical techniques such a distributions, sampling and t-tests using real-world data
The students will involve into data cleaning activity and provide evidence for (or against!

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