2021 NumPy, Pandas and Matplotlib A-Z: for Machine Learning
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- Other > Other
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- 829
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- 3.18 GiB (3412233067 Bytes)
- Uploaded:
- 2021-07-20 08:01:38 GMT
- By:
- tuts756
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- 2
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- Info Hash: BB0CD0DBD9DADDA43E6EBDFA8787F087F27E0F37
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Description
NumPy is a leading scientific computing library in Python while Pandas is for data manipulation and analysis. Also, learn to use Matplotlib for data visualization. Whether you are trying to go into Data Science, dive into machine learning, or deep learning, NumPy and Pandas are the top Modules in Python you should understand to make the journey smooth for you. In this course, we are going to start from the basics of Python NumPy and Pandas to the advanced NumPy and Pandas. This course will give you a solid understanding of NumPy, Pandas, and their functions.
At the end of the course, you should be able to write complex arrays for real-life projects, manipulate and analyze real-world data using Pandas.
WHO IS THIS COURSE FOR?
√ This course is for you if you want to learn NumPy, Pandas, and Matplotlib for the first time or get a deeper knowledge of NumPy and Pandas to increase your productivity with deep and Machine learning.
√ This course is for you if you are coming from other programming languages and want to learn Python NumPy and Pandas fast and know it really well.
√ This course is for you if you are tired of NumPy, Pandas, and Matplotlib courses that are too brief, too simple, or too complicated.
√ This course is for you if you want to build real-world applications using NumPy or Panda and visualize them with Matplotlib.
√ This course is for you if you have to get the prerequisite knowledge to understanding Data Science and Machine Learning using NumPy and Pandas.
√ This course is for you if you want to master the in-and-out of NumPy, Pandas, and data visualization.
√ This course is for you if you want to learn NumPy and Pandas by doing exciting real-life challenges that will distinguish you from the crowd.
√ This course is for you if plan to pass an interview soon.
Who this course is for:
All levels of students
Requirements
Just a little knowledge of Python
Last Updated 7/2021
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/57 Pandas - Challenges & Solutions/002 Pandas - Difference between Loc and iloc - more.mp4 | 61.77 MiB |
| TutsNode.com.txt | 63 B |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/01 NumPy - Setups/001 Installing Jupiter Notebook.en.srt | 625 B |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/48 Resources Used for Pandas/180 world-happiness-report.csv | 133.89 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/01 NumPy - Setups/002 Installing of NumPy.en.srt | 625 B |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/10 NumPy - 1-D Array Indexing and Slicing/001 Understanding how indexing and Slicing work on 1-D Arrays.en.srt | 16.97 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/01 NumPy - Setups/003 Importing NumPy.en.srt | 738 B |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/48 Resources Used for Pandas/181 Sales_data.csv | 12.44 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/02 NumPy - Introduction/001 What is NumPy.en.srt | 1.63 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/02 NumPy - Introduction/005 Exploring - Row Before Column - Why_.en.srt | 10.4 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/02 NumPy - Introduction/002 What is Arrray.en.srt | 2.52 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/02 NumPy - Introduction/006 Identifying an Array.en.srt | 9.14 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/02 NumPy - Introduction/003 Types of Array.en.srt | 753 B |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/64 Pandas with SQL/001 Installation, Connection & Import.en.srt | 9.05 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/02 NumPy - Introduction/007 Scalar vs Vector vs Matrix vs Tensor.en.srt | 9.03 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/04 NumPy - Data Type/001 Understanding NumPy Data Type.en.srt | 9.02 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/16 NumPy - 3D Indexing and Slicing/003 More on Slicing.en.srt | 8.56 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/62 Pandas - Data Cleaning/002 Pandas - Checking for NaN.en.srt | 5 KiB |
| .pad/0 | 47 B |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/64 Pandas with SQL/001 Installation, Connection & Import.mp4 | 59.63 MiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/57 Pandas - Challenges & Solutions/002 Pandas - Difference between Loc and iloc - more.en.srt | 8.39 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/65 Pandas with Excel/003 Pandas - Cleaning Excel Data Set While Importing.en.srt | 7.68 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/03 NumPy - Creating Arrays/001 First Time Creating an Array.en.srt | 1.62 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/43 NumPy - Data Distribution/002 What is Random Distribution_.en.srt | 7.56 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/03 NumPy - Creating Arrays/002 Creating an Array from a Tuple.en.srt | 1.09 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/07 NumPy - Attributes of an Array/001 How to find the attributes of an Array - (ndim, shape, sizd, dtype, itemsize).en.srt | 7.16 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/62 Pandas - Data Cleaning/007 Pandas - Replacing NaN with a value.en.srt | 6.72 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/30 NumPy - Newaxis/001 Understanding Newaxis.en.srt | 6.55 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/62 Pandas - Data Cleaning/012 Pandas - Data Cleaning - Sales.en.srt | 6.47 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/58 Pandas - Challenges & Solutions/001 Pandas - iloc & loc.en.srt | 6.11 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/03 NumPy - Creating Arrays/005 Creating a 1-D Array.en.srt | 902 B |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/18 NumPy - Summary - Selecting Element From Any n-D Array/001 Summary on Selecting Element From any Dimensional Array.en.srt | 5.74 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/03 NumPy - Creating Arrays/006 Creating a 2-D Array.en.srt | 1.23 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/42 NumPy - Seed/001 Understanding Random Seed.en.srt | 5.72 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/59 Pandas - Challenges & Solutions/003 Pandas - Even Columns Without Using Range.en.srt | 5.47 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/04 NumPy - Data Type/002 Forcing a Data Type of an Array.en.srt | 5.32 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/14 NumPy - 2-D Array Indexing and Slicing/002 Slicing In 2-D Array.en.srt | 5.09 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/64 Pandas with SQL/007 Creating Table in SQL from Pandas.en.srt | 4.93 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/02 NumPy - Introduction/004 What is Dimension.en.srt | 4.91 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/57 Pandas - Challenges & Solutions/001 Pandas - Difference between Loc and iloc.en.srt | 4.76 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/05 NumPy - Challenges and Solution - Creating Arrays/001 The Challenges.en.srt | 1.58 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/45 NumPy - Normal Distribution & Visualisation/001 What is Normal Distribution.en.srt | 4.72 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/05 NumPy - Challenges and Solution - Creating Arrays/002 The Challenges - text.html | 1.56 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/05 NumPy - Challenges and Solution - Creating Arrays/003 Solution to Challenge 1a.en.srt | 587 B |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/25 NumPy - Splitting an Array/001 Splitting an Array.en.srt | 4.43 KiB |
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| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/58 Pandas - Challenges & Solutions/003 Pandas - Without Using Tail or iLoc Get Last Row.en.srt | 4.4 KiB |
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| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/08 NumPy - Challenges and Solutions - Creating Arrays (More)/013 Solution to Challenge #4.en.srt | 4.3 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/05 NumPy - Challenges and Solution - Creating Arrays/006 Solution to Challenge 1d.en.srt | 2.04 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/41 NumPy - Random Sub-Module/003 Random Arrays.en.srt | 4.26 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/05 NumPy - Challenges and Solution - Creating Arrays/007 Solution to Challenge 1e.en.srt | 1.14 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/36 NumPy - Cross Product/003 Challenge & Solution - II.en.srt | 4.11 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/05 NumPy - Challenges and Solution - Creating Arrays/008 Solution to Challenge 2a.en.srt | 496 B |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/03 NumPy - Creating Arrays/004 Avoiding Errors of _Multiple Arguments_.en.srt | 3.99 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/05 NumPy - Challenges and Solution - Creating Arrays/009 Solution to Challenge 2b.en.srt | 532 B |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/09 NumPy - Array Sorting and Concatenation/002 Array Concatenation.en.srt | 3.95 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/17 NumPy - Challenges and Solution - 3-D Array Indexing & Slicing/009 Solution to Challenge #7.en.srt | 3.95 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/29 NumPy - Appending and Inserting Elements Into an Array/001 How to append & Insert an Element Into An Array.en.srt | 3.91 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/05 NumPy - Challenges and Solution - Creating Arrays/011 Solution to Challenge 2d.en.srt | 768 B |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/64 Pandas with SQL/009 read_sql() method - A two in one Method.en.srt | 3.9 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/05 NumPy - Challenges and Solution - Creating Arrays/012 Solution to Challenge 2e.en.srt | 907 B |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/59 Pandas - Challenges & Solutions/001 Pandas - Even Columns.en.srt | 3.87 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/05 NumPy - Challenges and Solution - Creating Arrays/013 Solution to Challenge 2f.en.srt | 1.42 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/19 NumPy - Array Flatten and Ravel/001 Understanding Array Flatten and Ravel.en.srt | 3.85 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/39 NumPy - Inverse of Array/001 Understanding Inverse of Array.en.srt | 3.79 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/41 NumPy - Random Sub-Module/001 Random Number (Integer).en.srt | 3.76 KiB |
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| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/05 NumPy - Challenges and Solution - Creating Arrays/010 Solution to Challenge 2c.en.srt | 3.62 KiB |
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| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/06 NumPy - Creating Arrays - (Others)/005 How to use linspace().en.srt | 3.57 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/12 NumPy - Creating an Array from Existing Array/003 Two Conditions.en.srt | 3.57 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/44 NumPy - Data Visualisation/001 NumPy vs MatPlotLib vs Seaborn.en.srt | 3.56 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/06 NumPy - Creating Arrays - (Others)/006 How to use reshape().en.srt | 2.48 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/44 NumPy - Data Visualisation/003 Challenge & Solution 1.en.srt | 3.56 KiB |
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| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/08 NumPy - Challenges and Solutions - Creating Arrays (More)/002 The Challenges - Text.html | 1.78 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/42 NumPy - Seed/002 Random Seed With Choice().en.srt | 3.36 KiB |
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| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/58 Pandas - Challenges & Solutions/005 Pandas - Using Range.en.srt | 3.31 KiB |
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| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/26 NumPy - Copying an Array/002 Understand how to Copy an Array II.en.srt | 3.19 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/08 NumPy - Challenges and Solutions - Creating Arrays (More)/010 Solution to Challenge 2e.en.srt | 972 B |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/64 Pandas with SQL/003 Importing Fewer Columns From SQL to Pandas.en.srt | 3.13 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/08 NumPy - Challenges and Solutions - Creating Arrays (More)/011 Solution to Challenge 2f.en.srt | 87 B |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/58 Pandas - Challenges & Solutions/007 Pandas - Another Selection Trick.en.srt | 3.08 KiB |
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| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/27 NumPy - Array Operators/001 Understanding Array Operators.en.srt | 3.07 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/55 Pandas - Challenges & Solutions/009 6 - Challenge & Solution - Subset of Column.en.srt | 3.02 KiB |
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| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/09 NumPy - Array Sorting and Concatenation/001 Array Sorting.en.srt | 883 B |
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| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/28 NumPy - Deleting Elements/001 How to delete Array Element I.en.srt | 2.95 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/38 NumPy - Determinant/001 Understanding Determinant.en.srt | 2.94 KiB |
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| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/11 NumPy - Challenges and Solution - 1-D Array Indexing & Slicing/003 Solution to Challenge 1a.en.srt | 1.13 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/32 NumPy - Array Multiplication/002 Understanding dot().en.srt | 2.85 KiB |
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| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/62 Pandas - Data Cleaning/006 Pandas - Removing NaN II.en.srt | 2.66 KiB |
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| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/45 NumPy - Normal Distribution & Visualisation/002 Normal Distribution Visualisation.en.srt | 2.61 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/11 NumPy - Challenges and Solution - 1-D Array Indexing & Slicing/009 Solution to Challenge 1g.en.srt | 1.85 KiB |
| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/38 NumPy - Determinant/003 Challenge & Solution - 3 by 3.en.srt | 2.57 KiB |
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| [TutsNode.com] - 2021 NumPy and Pandas A-Z™ for Deep and Machine Learning/56 Pandas - Challenges & Solutions/005 Pandas - Total number of Columns and Rows.en.srt | 2.56 KiB |
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