49:11Stats 21 - Lesson 8-3 - very basics of sklearn
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A 49-minute video from Miles Chen: “Stats 21 - Lesson 8-3 - very basics of sklearn”.
Miles Chen
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49:11
50:50Stats 21 Lecture 4-2 More NumPy
A 51-minute video from Miles Chen: “Stats 21 Lecture 4-2 More NumPy”.
38:19Stats 21 Lecture 4-3 Working with files in Python
A 38-minute video from Miles Chen: “Stats 21 Lecture 4-3 Working with files in Python”.
50:22Stats 21 Lecture 5-1 Pandas Basics with Python
Intro
A 50-minute video from Miles Chen: “Stats 21 Lecture 5-1 Pandas Basics with Python”.
51:40Stats 21 Lesson 1-2 git basics
Intro
A 52-minute video from Miles Chen: “Stats 21 Lesson 1-2 git basics”.
51:09Stats 21 Lesson 1-3 Basics of Jupyter Lab
Intro
A 51-minute video from Miles Chen: “Stats 21 Lesson 1-3 Basics of Jupyter Lab”.
41:20Stats 21 Lesson 2-1 Simple Data Types in Python
A 41-minute video from Miles Chen: “Stats 21 Lesson 2-1 Simple Data Types in Python”.
46:13Stats 21 Lesson 2-2 Functions in Python
A 46-minute video from Miles Chen: “Stats 21 Lesson 2-2 Functions in Python”.
48:55Stats 21 Lesson 2-3 Flow Control and List basics in Python
Intro
A 49-minute video from Miles Chen: “Stats 21 Lesson 2-3 Flow Control and List basics in Python”.
48:36Stats 21 Lesson 3-1 More on Lists and String methods in Python
A 49-minute video from Miles Chen: “Stats 21 Lesson 3-1 More on Lists and String methods in Python”.
50:45Stats 21 Lesson 3-2 Dictionaries in Python
A 51-minute video from Miles Chen: “Stats 21 Lesson 3-2 Dictionaries in Python”.
49:07Stats 21 Lesson 3-3 tuples in Python
A 49-minute video from Miles Chen: “Stats 21 Lesson 3-3 tuples in Python”.
52:14Stats 21 Lesson 4-1 Introduction to Numpy
Intro
A 52-minute video from Miles Chen: “Stats 21 Lesson 4-1 Introduction to Numpy”.
52:07Stats 21 Lesson 5-2 Pandas: working with indexes, arithmetic, missing values
A 52-minute video from Miles Chen: “Stats 21 Lesson 5-2 Pandas: working with indexes, arithmetic, missing values”.
50:59Stats 21 Lesson 5-3 Pivot and Group by in Pandas
A 51-minute video from Miles Chen: “Stats 21 Lesson 5-3 Pivot and Group by in Pandas”.
47:35Stats 21 Lesson 6-1 Data Visualization in Python with matplotlib and Pandas
A 48-minute video from Miles Chen: “Stats 21 Lesson 6-1 Data Visualization in Python with matplotlib and Pandas”.
46:23Stats 21 Lesson 6-2 Data Visualization with Seaborn in Python
A 46-minute video from Miles Chen: “Stats 21 Lesson 6-2 Data Visualization with Seaborn in Python”.
44:26Stats 21 Lesson 6-3 Basic OLS with statsmodels
A 44-minute video from Miles Chen: “Stats 21 Lesson 6-3 Basic OLS with statsmodels”.
50:10Stats 21 Lesson 7-1 Intro to OOP in Python
Intro
A 50-minute video from Miles Chen: “Stats 21 Lesson 7-1 Intro to OOP in Python”.
50:31Stats 21 Lesson 7-2 More on OOP in Python
A 51-minute video from Miles Chen: “Stats 21 Lesson 7-2 More on OOP in Python”.
47:12Stats 21 Lesson 7-3 OOP Inheritance in Python
A 47-minute video from Miles Chen: “Stats 21 Lesson 7-3 OOP Inheritance in Python”.
45:20Stats 21 Lesson 8-2 Pythonic Features
A 45-minute video from Miles Chen: “Stats 21 Lesson 8-2 Pythonic Features”.
49:17Stats 21 lesson 8-1 More OOP methods in Python
A 49-minute video from Miles Chen: “Stats 21 lesson 8-1 More OOP methods in Python”.