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Microsoft Developer

Even More Python for Beginners: Data Tools

121,517 views
31 items
Last updated on Aug 31, 2021
public playlist
Microsoft Developer
Introduction to Even More Python for Beginners - Data Tools [1 of 31]
3:19
Introduction to Even More Python for Beginners - Data Tools [1 of 31]

Microsoft Developer
Introducing Jupyter Notebooks | Even More Python for Beginners - Data Tools [2 of 31]
12:56
Introducing Jupyter Notebooks | Even More Python for Beginners - Data Tools [2 of 31]

Microsoft Developer
Introducing Anaconda | Even More Python for Beginners - Data Tools [3 of 31]
3:31
Introducing Anaconda | Even More Python for Beginners - Data Tools [3 of 31]

Microsoft Developer
Demo: Introducing Anaconda | Even More Python for Beginners - Data Tools [4 of 31]
3:58
Demo: Introducing Anaconda | Even More Python for Beginners - Data Tools [4 of 31]

Microsoft Developer
Getting started with pandas | Even More Python for Beginners - Data Tools [5 of 31]
9:05
Getting started with pandas | Even More Python for Beginners - Data Tools [5 of 31]

Microsoft Developer
Demo: Getting started with pandas | Even More Python for Beginners - Data Tools [6 of 31]
6:49
Demo: Getting started with pandas | Even More Python for Beginners - Data Tools [6 of 31]

Microsoft Developer
Introducing DataFrame | Even More Python for Beginners - Data Tools [7 of 31]
3:44
Introducing DataFrame | Even More Python for Beginners - Data Tools [7 of 31]

Microsoft Developer
Demo: Introducing DataFrame | Even More Python for Beginners - Data Tools [8 of 31]
2:51
Demo: Introducing DataFrame | Even More Python for Beginners - Data Tools [8 of 31]

Microsoft Developer
Working with a DataFrame | Even More Python for Beginners - Data Tools [9 of 31]
8:45
Working with a DataFrame | Even More Python for Beginners - Data Tools [9 of 31]

Microsoft Developer
Demo: Working with a DataFrame | Even More Python for Beginners - Data Tools [10 of 31]
4:19
Demo: Working with a DataFrame | Even More Python for Beginners - Data Tools [10 of 31]

Microsoft Developer
CSV files and Jupyter | Even More Python for Beginners - Data Tools [11 of 31]
1:37
CSV files and Jupyter | Even More Python for Beginners - Data Tools [11 of 31]

Microsoft Developer
Demo: CSV files and Jupyter | Even More Python for Beginners - Data Tools [12 of 31]
1:07
Demo: CSV files and Jupyter | Even More Python for Beginners - Data Tools [12 of 31]

Microsoft Developer
Loading CSV files into DataFrames | Even More Python for Beginners - Data Tools [13 of 31]
4:38
Loading CSV files into DataFrames | Even More Python for Beginners - Data Tools [13 of 31]

Microsoft Developer
Demo: Loading CSV files into DataFrames | Even More Python for Beginners - Data Tools [14 of 31]
6:02
Demo: Loading CSV files into DataFrames | Even More Python for Beginners - Data Tools [14 of 31]

Microsoft Developer
Manipulating DataFrame columns | Even More Python for Beginners - Data Tools [15 of 31]
3:46
Manipulating DataFrame columns | Even More Python for Beginners - Data Tools [15 of 31]

Microsoft Developer
Demo: Manipulating DataFrame columns | Even More Python for Beginners - Data Tools [16 of 31]
3:52
Demo: Manipulating DataFrame columns | Even More Python for Beginners - Data Tools [16 of 31]

Microsoft Developer
Handling duplicated and missing data | Even More Python for Beginners - Data Tools [17 of 31]
5:04
Handling duplicated and missing data | Even More Python for Beginners - Data Tools [17 of 31]

Microsoft Developer
Demo: Handling duplicated and missing data | Even More Python for Beginners - Data Tools [18 of 31]
5:40
Demo: Handling duplicated and missing data | Even More Python for Beginners - Data Tools [18 of 31]

Microsoft Developer
Introducing scikit-learn and setting up training data | Even More Python for Beginners [19 of 31]
11:22
Introducing scikit-learn and setting up training data | Even More Python for Beginners [19 of 31]

Microsoft Developer
Demo: Setting up training data | Even More Python for Beginners - Data Tools [20 of 31]
5:40
Demo: Setting up training data | Even More Python for Beginners - Data Tools [20 of 31]

Microsoft Developer
Training a model with scikit-learn | Even More Python for Beginners - Data Tools [21 of 31]
3:50
Training a model with scikit-learn | Even More Python for Beginners - Data Tools [21 of 31]

Microsoft Developer
Demo: Training a model with scikit-learn | Even More Python for Beginners - Data Tools [22 of 31]
2:10
Demo: Training a model with scikit-learn | Even More Python for Beginners - Data Tools [22 of 31]

Microsoft Developer
Testing a model with scikit-learn | Even More Python for Beginners - Data Tools [23 of 31]
2:48
Testing a model with scikit-learn | Even More Python for Beginners - Data Tools [23 of 31]

Microsoft Developer
Demo: Testing a model with scikit-learn | Even More Python for Beginners - Data Tools [24 of 31]
3:46
Demo: Testing a model with scikit-learn | Even More Python for Beginners - Data Tools [24 of 31]

Microsoft Developer
Exploring a model's accuracy | Even More Python for Beginners- Data Tools [25 of 31]
3:17
Exploring a model's accuracy | Even More Python for Beginners- Data Tools [25 of 31]

Microsoft Developer
Demo: Exploring a model's accuracy | Even More Python for Beginners - Data Tools [26 of 31]
3:32
Demo: Exploring a model's accuracy | Even More Python for Beginners - Data Tools [26 of 31]

Microsoft Developer
Working with NumPy | Even More Python for Beginners - Data Tools [27 of 31]
5:18
Working with NumPy | Even More Python for Beginners - Data Tools [27 of 31]

Microsoft Developer
Demo: Working with NumPy | Even More Python for Beginners - Data Tools [28 of 31]
5:02
Demo: Working with NumPy | Even More Python for Beginners - Data Tools [28 of 31]

Microsoft Developer
Visualizing data with Matplotlib | Even More Python for Beginners- Data Tools [29 of 31]
9:26
Visualizing data with Matplotlib | Even More Python for Beginners- Data Tools [29 of 31]

Microsoft Developer
Demo: Visualizing data with Matplotlib | Even More Python for Beginners [30 of 31]
4:04
Demo: Visualizing data with Matplotlib | Even More Python for Beginners [30 of 31]

Microsoft Developer
Conclusion and next steps | Even More Python for Beginners [31 of 31]
1:01
Conclusion and next steps | Even More Python for Beginners [31 of 31]