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Udemy - Statistics And Probability Essentials For Machine Learning |
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Torrent Details |
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- NAME
- Udemy - Statistics and Probability Essentials for Machine Learning.torrent
- CATEGORY
- Other
- INFOHASH
- 24ce5dc653cb26b987c1ce202b6ef64ae58444c1
- SIZE
- 1.8 GB in 29 files
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- Uploaded on 08-04-2024 by our crawler pet called "Spidey".
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Description |
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[ DevCourseWeb.com ] Statistics and Probability Essentials for Machine Learning
If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com
Published 4/2024
Created by Ganeshraj Shetty
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 14 Lectures ( 3h 8m ) | Size: 1.8 GB
Foundational Skills for Data Scientists using Python
What you'll learn:
Understand the fundamental concepts of probability theory, including probability distributions, random variables, and basic probability rules.
Learn how to summarize and describe datasets using measures such as mean, median, mode, variance, and standard deviation.
Dive into the fundamentals terminologies of Inferential statistics.
Explore probability distributions such as the Gaussian distribution and learn how to apply them to real-world problems.
Gain hands-on experience using Python libraries like NumPy, Pandas, and Matplotlib to perform statistical analysis, visualize data, and interpret results.
Understand the concepts of correlation and linear regression, and learn how to use Python to analyze relationships between variables and make predictions.
Build probability models for events and experiments, and simulate random processes using Python to understand stochastic phenomena.
Apply statistical and probabilistic concepts to real-world datasets and problems, developing the skills needed to tackle data analysis and decision-making tasks
Requirements:
Fundamentals of Mathematics and Python Programming
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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...
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Files in this torrent |
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FILENAME | SIZE | |
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~Get Your Files Here !/1. Introduction to Statistics.mp4 | 70 MB | |
~Get Your Files Here !/1.1 Probability and Statistics 1-Introduction to Statistics (1).pdf | 26.8 KB | |
~Get Your Files Here !/10. Boxplot.mp4 | 156.9 MB | |
~Get Your Files Here !/10.1 Probability and Statistics 10 - Boxplot (1).pdf | 153.9 KB | |
~Get Your Files Here !/11. KDE plot.mp4 | 188.9 MB | |
~Get Your Files Here !/11.1 Probability and Statistics 11 - Kernel Density Estimation plot (1).pdf | 244.9 KB | |
~Get Your Files Here !/12. Covariance.mp4 | 158.3 MB | |
~Get Your Files Here !/12.1 Probability and Statistics 12 - Covariance (1).pdf | 237.7 KB | |
~Get Your Files Here !/13. Correlation and Causation.mp4 | 184.9 MB | |
~Get Your Files Here !/13.1 Probability and Statistics 13 - Correlation and Causation (1).pdf | 196.5 KB | |
~Get Your Files Here !/14. Introduction to Linear regression.mp4 | 206.4 MB | |
~Get Your Files Here !/14.1 Probability and Statistics 14 - Introduction to Linear Regression (1).pdf | 159 KB | |
~Get Your Files Here !/2. Introduction to Inferential Statistics.mp4 | 105.8 MB | |
~Get Your Files Here !/2.1 Probability and Statistics 2 - Inferential Statistics (1).pdf | 33.3 KB | |
~Get Your Files Here !/3. Measures of Central Tendencies.mp4 | 129 MB | |
~Get Your Files Here !/3.1 Probability and Statistics 3 - Measures of Central Tendencies (1).pdf | 82.6 KB | |
~Get Your Files Here !/4. Measures of Dispersion.mp4 | 86.7 MB | |
~Get Your Files Here !/4.1 Probability and Statistics 4 - Measures of Dispersion (1).pdf | 143.1 KB | |
~Get Your Files Here !/5. Introduction to Probability.mp4 | 92.3 MB | |
~Get Your Files Here !/5.1 Probability and Statistics 5 - Introduction to Probability (1).pdf | 40.6 KB | |
~Get Your Files Here !/6. Types of Probability functions.mp4 | 51.9 MB | |
~Get Your Files Here !/6.1 Probability and Statistics 6 - Types of Probability functions (1).pdf | 113.2 KB | |
~Get Your Files Here !/7. Probability density function.mp4 | 169.1 MB | |
~Get Your Files Here !/7.1 Probability and Statistics 7 - Probability Density Function (1).pdf | 374.5 KB | |
~Get Your Files Here !/8. Cumulative Distribution function.mp4 | 153.9 MB | |
~Get Your Files Here !/8.1 Probability and Statistics 8 - Cumulative Distribution Function (1).pdf | 168.1 KB | |
~Get Your Files Here !/9. Skewness and Kurtosis.mp4 | 81.8 MB | |
~Get Your Files Here !/9.1 Probability and Statistics 9 - Types and Attribute of Distribution (1).pdf | 155.9 KB | |
~Get Your Files Here !/Bonus Resources.txt | 386 B |
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