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- NumPy Python Tutorial
2
- How to Create NumPy Array
3
- How to Initialize NumPy Array
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- How to check the shape of NumPy arrays
5
- How to Join NumPy Arrays
6
- NumPy Intersection & Difference
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- NumPy Array Mathematics
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- NumPy Matrix
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- How to Transpose NumPy Matrix
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- NumPy Matrix Multiplication
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- NumPy Save & Load
12
- Python Pandas Tutorial
13
- Pandas Series Object
14
- Pandas Dataframe
15
- Matplotlib Python Tutorial
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- Line plot
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- Bar plot
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- Scatter Plot
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- Histogram
20
- Box Plot
21
- Violin Plot
22
- Pie Chart
23
- DoughNut Chart
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- SeaBorn Line Plot
25
- SeaBorn Bar Plot
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- SeaBorn ScatterPlot
27
- SeaBorn Histogram/Distplot
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- SeaBorn JointPlot
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- SeaBorn BoxPlot
Description:
Dive into a comprehensive 2.5-hour video tutorial on machine learning with Python for beginners. Master essential libraries like NumPy, Pandas, Matplotlib, and Seaborn. Learn to create and manipulate arrays, work with dataframes, and visualize data using various plot types. Gain hands-on experience with line, bar, scatter, histogram, box, violin, and pie charts. Explore advanced visualization techniques using Seaborn, including joint plots and distribution plots. Equip yourself with the fundamental skills needed to start your journey in machine learning and data science.

Python Machine Learning for Beginners - Machine Learning with Python 2023

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