| 1.What is Mind? 2. Difference between Mind and Brain 3. Python Basics 4. Project : Disease Mapping for Plants 5. Project : Movie Lens Project 6. Sample Programs : Pandas vs SQL 7. Sample Programs : Pandas Understanding Data Set 8. Sample Programs : Data Exploration Sentiment Example1 9. Project : Descriptive Hospital Data Analysis 10. Introduction to Artificial Intelligence : Question and Answers 11. Knowledge Representation : Questions and Answers 12. Symbolic Reasoning : Questions and Answers 13. Slots , Fillers and Game Playing : Question and Answers 14. NLP , Learning and Expert Systems |
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Introduction to Data Science
Syllabus
Module1: Introduction to Data Science, Statitsical Inference
Module2: Exploratory Data Analysis, Data Science Process, and Basic Machine Learning Algorithms
Module3 : Feature Generation and Feature Selection Extracting Meaning from Data and Recommendation Engines
Introduction to Data Visualization
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Module1: Data Visualization and Data Exploration Introduction:
Module2: A Deep Dive into Matplotlib
Module3: Seaborn, Bokeh and Plotly
Data Visualization with Python
Principles of Artificial Intelligence Lecture Notes
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