Subject Details
Dept     : AIML
Sem      : 6
Regul    : 2019
Faculty : Ms M Poornima Devi
phone  : 7397164031
E-mail  : poornima.m.aiml@snsct.org
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Lecture Notes

UNIT 1:
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Introduction to Data Science
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Popular Data Science Packages in Python
pdf
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Advanced Functions
pdf
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Data Manipulation and Analysis with Pandas
pdf
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Data Visualization with Matplotlib
pdf
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Random Variables & Statistical Inferences
pdf
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Statistical Distributions & Hypothesis Testing
pdf
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Exploratory Data Analysis
UNIT 2:
pdf
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Real-world use cases of Machine Learning
pdf
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Introduction to SciKit-Learn
pdf
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Machine learning Life Cycle
pdf
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Implement a multi-variable regression problem with the sciKit-learn library