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

[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/13. Project 6 - PUBG Game Analysis - Solution.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/6. Sampling Techniques.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/1. Introduction to Statistics.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/3. Types of Statistical Analysis - Inferential Statistics.mp4

[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/4. Univariate Graphical EDA & Hands On.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/11. Descriptive Statistics - Measures of Shape.mp4

[TutsNode.net] - Statistics & Probability for Data Science/3. Section 3 - Probability/8. Task with Manifold Bank and compute probability.mp4

[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/5. Multivariate Non Graphical EDA.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/5. Understanding the Types of Data.mp4

[TutsNode.net] - Statistics & Probability for Data Science/3. Section 3 - Probability/4. Marginal Probability , Joint Probability.mp4

[TutsNode.net] - Statistics & Probability for Data Science/7. Section 7 - Miscellaneous Stats Concepts in Machine Learning Areas/4. Project 23 Solution.mp4

[TutsNode.net] - Statistics & Probability for Data Science/3. Section 3 - Probability/13. Various Distribution functions.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/7. Descriptive Statistics - Measure of Central Tendency.mp4

[TutsNode.net] - Statistics & Probability for Data Science/7. Section 7 - Miscellaneous Stats Concepts in Machine Learning Areas/2. Cross validation Techniques Hands On.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/8. Descriptive Statistics - Measures of Dispersion - Range & Interquartile Range.mp4

[TutsNode.net] - Statistics & Probability for Data Science/3. Section 3 - Probability/17. Hands On Transform the data to get Normal Distribution curve.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/2. Types of Statistical Analysis - Descriptive Statistics.mp4

[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/3. Univariate Non Graphical EDA & Outlier Analysis.mp4

[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/6. Multi variate Graphical EDA.mp4

[TutsNode.net] - Statistics & Probability for Data Science/3. Section 3 - Probability/7. Product Rule of Dependent & Independent Events.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/4. How Statistics and Machine Learning are Related.mp4

[TutsNode.net] - Statistics & Probability for Data Science/5. Section 5 - Linear Regression/12. Project 14 - Solution.mp4

[TutsNode.net] - Statistics & Probability for Data Science/5. Section 5 - Linear Regression/6. Checking Assumption of Linear Regression - Hands On.mp4

[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/1. Introduction to Exploratory Data Analysis.mp4

[TutsNode.net] - Statistics & Probability for Data Science/3. Section 3 - Probability/12. Random Variables.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/13. Descriptive Statistics - Standard Scores.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/16. Solution for Project 1.mp4

[TutsNode.net] - Statistics & Probability for Data Science/7. Section 7 - Miscellaneous Stats Concepts in Machine Learning Areas/6. Project 24 - Solution.mp4

[TutsNode.net] - Statistics & Probability for Data Science/3. Section 3 - Probability/1. Introduction to Probability.mp4

[TutsNode.net] - Statistics & Probability for Data Science/3. Section 3 - Probability/11. Hands On Bayes Algorithm in Python.mp4

[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/17. Project 8 Solution.mp4

[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/11. Project 5 - Solution.mp4

[TutsNode.net] - Statistics & Probability for Data Science/5. Section 5 - Linear Regression/1. Introduction to Regression , What , Why and Types of Problem we can solve.mp4

[TutsNode.net] - Statistics & Probability for Data Science/5. Section 5 - Linear Regression/9. Gradient Descent Hands On Part 1.mp4

[TutsNode.net] - Statistics & Probability for Data Science/5. Section 5 - Linear Regression/8. How Minimisation of Error is performed - Gradient Descent.mp4

[TutsNode.net] - Statistics & Probability for Data Science/3. Section 3 - Probability/2. Key Terminology of Probability.mp4

[TutsNode.net] - Statistics & Probability for Data Science/4. Section 4 - Inferential Statistics/1. Introduction to Inferential Statistics.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/22. Solution for Big Mart Data Analysis.mp4

[TutsNode.net] - Statistics & Probability for Data Science/4. Section 4 - Inferential Statistics/4. Types of Statistical Inference.mp4

[TutsNode.net] - Statistics & Probability for Data Science/7. Section 7 - Miscellaneous Stats Concepts in Machine Learning Areas/8. Project 25 - Solution.mp4

[TutsNode.net] - Statistics & Probability for Data Science/6. Section 6 - Logistic Regression/4. Logistic Regression from Scratch.mp4

[TutsNode.net] - Statistics & Probability for Data Science/4. Section 4 - Inferential Statistics/5. Confidence Interval - Margin of Error - Confidence Interval Estimation.mp4

[TutsNode.net] - Statistics & Probability for Data Science/5. Section 5 - Linear Regression/10. Gradient Descent Hands On Part 2.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/12. Descriptive Statistics - Measures of Position.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/9. Descriptive Statistics - Measures of Dispersion - Variance & Standard Deviation.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/20. Solution for Project 3 - US Arrests Dataset.mp4

[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/15. Project 7 - Solution.mp4

[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/14. Descriptive Statistics - Hands On.mp4

[TutsNode.net] - Statistics & Probability for Data Science/5. Section 5 - Linear Regression/3. Intuition of Linear Regression.mp4