Python Machine Learning for Beginners | Machine Learning Python | Machine Learning with Python 2023
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Python Machine Learning for Beginners | Machine Learning Python | Machine Learning with Python 2022
Machine learning is destructing world. Applications like self-driving cars to voice assistants such as Siri. The impact that machine learning has is extremely significant in today’s world. To imply machine learning algorithms, we have a language called python, which is also one of the widely used language industries right now. Thus, Great Learning has brought you, Machine learning with python for beginners.
#machinelearning #pythontutorial #datascience
Agenda:
1. NumPy
2. Pandas
3. Matplotlib
4. Seaborn
Time Map for the Topics Covered:
00:01:06 - NumPy Python Tutorial
00:01:32 - How to Create NumPy Array
00:04:44 - How to Initialize NumPy Array
00:12:09 - How to check the shape of NumPy arrays
00:14:26 - How to Join NumPy Arrays
00:18:03 - NumPy Intersection & Difference
00:21:35 - NumPy Array Mathematics
00:29:02 - NumPy Matrix
00:32:14 - How to Transpose NumPy Matrix
00:33:04 - NumPy Matrix Multiplication
00:35:29 - NumPy Save & Load
00:37:27 - Python Pandas Tutorial
00:37:57 - Pandas Series Object
00:48:21 - Pandas Dataframe
01:01:41 - Matplotlib Python Tutorial
01:01:56 - Line plot
01:16:15 - Bar plot
01:22:22 - Scatter Plot
01:30:18 - Histogram
01:36:59 - Box Plot
01:40:43 - Violin Plot
01:41:41 - Pie Chart
01:46:23 - DoughNut Chart
01:48:47 - SeaBorn Line Plot
01:57:11 - SeaBorn Bar Plot
02:04:54 - SeaBorn ScatterPlot
02:10:09 - SeaBorn Histogram/Distplot
02:16:36 - SeaBorn JointPlot
02:20:06 - SeaBorn BoxPlot
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