DATA SCIENCE AND MACHINE LEARNING
Machine learning (ML) is a type of artificial intelligence (AI) that allows machines to learn and improve from data without being explicitly programmed. ML uses algorithms to analyze data, identify patterns, and make decisions.
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| Responsible | gavireddy hruthik |
|---|---|
| Last Update | 20/04/2025 |
| Completion Time | 1 day 2 hours 16 minutes |
| Members | 22 |
Advanced
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Data Science Full Course1Lessons · 1 day 1 hr
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Data Science Full Course - Complete Data Science Course IBM
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Welcome to the Python for Data Science & ML bootcamp!1Lessons · 1 min
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Welcome to the Python for Data Science & ML bootcamp!
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Python A Brief Overview.1Lessons · 1 min
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Python A Brief Overview.
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The Python Installation Procedure1Lessons · 2 mins
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The Python Installation Procedure
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What Jupyter is.1Lessons · 1 min
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What Jupyter is.
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Set up Anaconda on Different Operating Systems1Lessons · 4 mins
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Set up Anaconda on Different Operating Systems
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How to integrate Python into Jupyter1Lessons · 1 min
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How to integrate Python into Jupyter
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Handling Directories in Jupyter Notebook.1Lessons · 3 mins
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Handling Directories in Jupyter Notebook.
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Input & Output1Lessons · 2 mins
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Input & Output
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Working with different datatypes1Lessons · 1 min
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Working with different datatypes
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Variables1Lessons · 2 mins
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Variables
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Arithmetic Operators1Lessons · 2 mins
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Arithmetic Operators
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Comparison Operators1Lessons · 1 min
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Comparison Operators
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Logical Operators1Lessons · 3 mins
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Logical Operators
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Conditional statements1Lessons · 2 mins
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Conditional statements
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Loops1Lessons · 4 mins
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Loops
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Sequences Part 1 Lists1Lessons · 3 mins
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Sequences Part 1 Lists
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Sequences Part 2 Dictionaries1Lessons · 3 mins
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Sequences Part 2 Dictionaries
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Sequences Part 3 Tuples1Lessons · 1 min
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Sequences Part 3 Tuples
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Functions Part 1 Built-in Functions1Lessons · 1 min
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Functions Part 1 Built-in Functions
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Functions Part 2 User-defined Functions1Lessons · 3 mins
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Functions Part 2 User-defined Functions
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Completing Library Setup1Lessons · 1 min
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Completing Library Setup
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Library Importing1Lessons · 2 mins
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Library Importing
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Pandas A Data Science Library1Lessons · 1 min
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Pandas A Data Science Library
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NumPy A Data Science Library1Lessons · 1 min
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NumPy A Data Science Library
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NumPy vs Pandas1Lessons · 1 min
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NumPy vs Pandas
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Matplotlib Library for Data Science1Lessons · 1 min
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Matplotlib Library for Data Science
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Seaborn Library for Data Science1Lessons · 1 min
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Seaborn Library for Data Science
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Intro to NumPy arrays1Lessons · 1 min
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Intro to NumPy arrays
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Creating NumPy arrays1Lessons · 6 mins
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Creating NumPy arrays
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Indexing NumPy arrays1Lessons · 6 mins
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Indexing NumPy arrays
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Array shape1Lessons · 1 min
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Array shape
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Iterating Over NumPy Arrays1Lessons · 5 mins
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Iterating Over NumPy Arrays
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Basic NumPy arrays zeros()1Lessons · 2 mins
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Basic NumPy arrays zeros()
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Basic NumPy arrays ones()1Lessons · 1 min
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Basic NumPy arrays ones()
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Basic NumPy arrays full()1Lessons · 1 min
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Basic NumPy arrays full()
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Adding a scalar1Lessons · 2 mins
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Adding a scalar
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Subtracting a scalar1Lessons · 1 min
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Subtracting a scalar
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Multiplying by a scalar1Lessons · 1 min
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Multiplying by a scalar
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