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Torrent Details
Statistics & Probability for Data Science
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Other
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8.44 GB
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Nov 22, 2022
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Statistics & Probability for Data Science
[TutsNode.net] - Statistics & Probability for Data Science
2. Section 2 Exploratory Data Analysis
9. Hands On EDA on Titanic Data Set.mp4
- 340.44 MB
13. Project 6 - PUBG Game Analysis - Solution.mp4
- 233.62 MB
4. Univariate Graphical EDA & Hands On.mp4
- 167.41 MB
5. Multivariate Non Graphical EDA.mp4
- 161.67 MB
3. Univariate Non Graphical EDA & Outlier Analysis.mp4
- 109.63 MB
6. Multi variate Graphical EDA.mp4
- 106.47 MB
1. Introduction to Exploratory Data Analysis.mp4
- 95.1 MB
17. Project 8 Solution.mp4
- 91.29 MB
11. Project 5 - Solution.mp4
- 91.07 MB
15. Project 7 - Solution.mp4
- 70.5 MB
7. Steps in EDA.mp4
- 67.82 MB
2. Types of Data Analysis.mp4
- 45.98 MB
10. Project 5 - Crimes in Boston City.mp4
- 41.25 MB
12. Project 6 - PUBG Game Analysis.mp4
- 39.03 MB
8. Summary of Graphical EDA Techniques.mp4
- 33.3 MB
14. Project 7 - FIFA Game Analysis.mp4
- 27.28 MB
16. Project 8 - Covid19 Data Analysis.mp4
- 22.7 MB
1. Section 1 Foundation of Statistics
6. Sampling Techniques.mp4
- 198.04 MB
1. Introduction to Statistics.mp4
- 174.52 MB
3. Types of Statistical Analysis - Inferential Statistics.mp4
- 172.19 MB
11. Descriptive Statistics - Measures of Shape.mp4
- 166.92 MB
5. Understanding the Types of Data.mp4
- 151.48 MB
7. Descriptive Statistics - Measure of Central Tendency.mp4
- 130.02 MB
8. Descriptive Statistics - Measures of Dispersion - Range & Interquartile Range.mp4
- 121.82 MB
2. Types of Statistical Analysis - Descriptive Statistics.mp4
- 116 MB
4. How Statistics and Machine Learning are Related.mp4
- 104.44 MB
13. Descriptive Statistics - Standard Scores.mp4
- 94.37 MB
16. Solution for Project 1.mp4
- 93.07 MB
22. Solution for Big Mart Data Analysis.mp4
- 80.48 MB
12. Descriptive Statistics - Measures of Position.mp4
- 73.31 MB
9. Descriptive Statistics - Measures of Dispersion - Variance & Standard Deviation.mp4
- 73.25 MB
20. Solution for Project 3 - US Arrests Dataset.mp4
- 72.06 MB
14. Descriptive Statistics - Hands On.mp4
- 68.31 MB
10. Hands On - Exercise with Python.mp4
- 67.22 MB
18. Solution for Project 2.mp4
- 56.62 MB
21. Project 4 - BigMart Sales data analysis.mp4
- 32.7 MB
17. Project 2 - Customer Income Data Analysis.mp4
- 31.06 MB
15. Problem Statement - Wine Reviews Data Set Analysis.mp4
- 26.36 MB
19. Project 3 - US Arrests Dataset.mp4
- 23.69 MB
3. Section 3 - Probability
8. Task with Manifold Bank and compute probability.mp4
- 161.84 MB
4. Marginal Probability , Joint Probability.mp4
- 139.51 MB
13. Various Distribution functions.mp4
- 130.84 MB
17. Hands On Transform the data to get Normal Distribution curve.mp4
- 121.55 MB
7. Product Rule of Dependent & Independent Events.mp4
- 106.16 MB
12. Random Variables.mp4
- 94.97 MB
1. Introduction to Probability.mp4
- 92.41 MB
11. Hands On Bayes Algorithm in Python.mp4
- 91.42 MB
2. Key Terminology of Probability.mp4
- 83.91 MB
6. Independent and Dependent events.mp4
- 64.56 MB
5. Disjoint Events and Non Disjoint events.mp4
- 63.53 MB
18. Example Problems for Probability.mp4
- 61.1 MB
19. Project 9 - Cars Dataset & Solution.mp4
- 52.04 MB
21. Project 10 - Hands On - Normal Distribution & CDF.mp4
- 50.47 MB
9. Bayes Theorem.mp4
- 49.24 MB
14. Hands ON Generate the Discrete & Continuous Random numbers.mp4
- 48.79 MB
15. Central Limit Theorem and Hands On.mp4
- 47.43 MB
20. Hands On - Bayes Theorem.mp4
- 44.89 MB
3. Rules of Probability.mp4
- 40.01 MB
16. Applications of Probability Distributions.mp4
- 37.26 MB
10. Bayes Theorem in Data Science.mp4
- 30.2 MB
7. Section 7 - Miscellaneous Stats Concepts in Machine Learning Areas
4. Project 23 Solution.mp4
- 138.24 MB
2. Cross validation Techniques Hands On.mp4
- 124.85 MB
6. Project 24 - Solution.mp4
- 92.93 MB
8. Project 25 - Solution.mp4
- 79.21 MB
1. Resampling Technique.mp4
- 59.97 MB
5. Project 24 - Concrete Compressive Strength.mp4
- 29.58 MB
3. Project 23 - Flight Price Prediction.mp4
- 27.39 MB
7. Project 25 - US Baseball Salary prediction.mp4
- 15.55 MB
5. Section 5 - Linear Regression
12. Project 14 - Solution.mp4
- 103.33 MB
6. Checking Assumption of Linear Regression - Hands On.mp4
- 97.69 MB
1. Introduction to Regression , What , Why and Types of Problem we can solve.mp4
- 90.99 MB
9. Gradient Descent Hands On Part 1.mp4
- 88.97 MB
8. How Minimisation of Error is performed - Gradient Descent.mp4
- 85.52 MB
10. Gradient Descent Hands On Part 2.mp4
- 75.82 MB
3. Intuition of Linear Regression.mp4
- 68.25 MB
18. Project 17 Solution.mp4
- 59.11 MB
4. Linear Regression with Normal Equation.mp4
- 58.44 MB
5. Apply Linear Regression using Sklearn - Hands On.mp4
- 57.76 MB
14. Project 15 - Solution.mp4
- 51.73 MB
20. Project 18 - Solution.mp4
- 47.44 MB
16. Project 16 - Solution.mp4
- 40.95 MB
7. How Good is your fit .mp4
- 33.95 MB
19. Project 18 - Company Profit prediction.mp4
- 29.61 MB
2. Assumptions of Linear Regression.mp4
- 26.48 MB
15. Project 16 - House Price Prediction Dataset.mp4
- 25.94 MB
17. Project 17 - Medical Cost Prediction.mp4
- 23.19 MB
11. Project 14 - Hands On - Implementation of Linear Regression using StatsModels.mp4
- 20.76 MB
13. Project 15 - Salary Prediction Problem Statement.mp4
- 20.3 MB
4. Section 4 - Inferential Statistics
1. Introduction to Inferential Statistics.mp4
- 80.58 MB
4. Types of Statistical Inference.mp4
- 79.29 MB
5. Confidence Interval - Margin of Error - Confidence Interval Estimation.mp4
- 76.52 MB
7. Hypothesis Testing & Steps of Hypothesis testing.mp4
- 63.04 MB
8. ZTest and Example Problem.mp4
- 53.89 MB
21. Project 11 - Solution.mp4
- 42.39 MB
3. Hands On - Population & Sample.mp4
- 42.27 MB
6. Demo - Margin of Error and Confidence Interval.mp4
- 40.42 MB
10. 1 Sample t-test.mp4
- 39.54 MB
16. Chi-Square Goodness of Fit.mp4
- 37.99 MB
15. Hands On - Paired Sample t-test.mp4
- 34.61 MB
2. Key Terminology of Inferential Statistics.mp4
- 32.83 MB
12. 2 Sample t-test.mp4
- 32.65 MB
13. 2 sample t-test Hands On.mp4
- 31.68 MB
9. ZTest Solution Hands On.mp4
- 30.72 MB
11. 1 sample t-test Hands On.mp4
- 27.22 MB
19. Hands On - Anova.mp4
- 25.5 MB
14. Paired Sample t-test.mp4
- 24.67 MB
20. Project 11 - Inferential Statistics - cars.mp4
- 23.45 MB
23. Project 12 - Solution.mp4
- 22.96 MB
17. Hands On - Chi Square test.mp4
- 21.63 MB
25. Project 13 - Solution.mp4
- 21.35 MB
24. Project 13 - Students admissions dataset.mp4
- 19.84 MB
22. Project 12 - Blood Pressure health dataset.mp4
- 19.19 MB
18. Anova.mp4
- 19.11 MB
6. Section 6 - Logistic Regression
4. Logistic Regression from Scratch.mp4
- 78.81 MB
6. Project 19 - Solution.mp4
- 56.74 MB
2. Hands On - Logistic Regression Plot.mp4
- 54.34 MB
10. Project 21 - Solution.mp4
- 54.1 MB
8. Project 20 - Solution.mp4
- 51.9 MB
1. Introduction to Logistic Regression.mp4
- 42.38 MB
12. Project 22 - Solution.mp4
- 33.19 MB
3. Assumptions of Logistic Regression.mp4
- 22.62 MB
7. Project 20 - Heart Disease Prediction.mp4
- 21.02 MB
11. Project 22 - Nursery Student Dataset.mp4
- 20.81 MB
9. Project 21 - Titanic Survival Dataset.mp4
- 19.57 MB
5. Project 19 - Diabetes Prediction.mp4
- 18.68 MB
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[TGx]Downloaded from torrentgalaxy.to .txt
- 585 B
TutsNode.net.txt
- 63 B
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InfoHash:
BE5AAA3CEEFDBDA729EEED46CF3B21D7939768D5
Last updated:
Nov 22, 2022
File count:
251 B
File Category:
1
Tags:
statistics, probability, data, science
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