Udemy - The Complete Statistics Journey From Zero to Hero

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction to Statistics for Data Science
• 2 - Types of Statistics.mp4 (22.1 MB)
• 3 - Population vs Sample.mp4 (31.0 MB)
2 - Understanding Data and Variables
• 1 - What are Variables.mp4 (4.9 MB)
• 2 - Measurement Scales.mp4 (6.6 MB)
• 3 - Sampling Techniques.mp4 (50.0 MB)
3 - Descriptive Statistics – Summarizing Data
• 1 - Measure of Central Tendency.mp4 (36.9 MB)
• 2 - Variance and Standard Deviation.mp4 (78.9 MB)
• 3 - Percentile and Quartiles.mp4 (70.8 MB)
• 4 - Five number summary.mp4 (61.6 MB)
• 5 - Detecting Outliers in Python.mp4 (47.6 MB)
• 6 - Mini Project.html (0.4 KB)
4 - Probability Foundation
• 1 - Introduction to Probability.mp4 (13.3 MB)
• 2 - Additive and Multiplicative Rule.mp4 (29.6 MB)
• 3 - Permutation and Combination.mp4 (29.0 MB)
• 4 - Gaussian and Normal Distribution.mp4 (50.8 MB)
• 5 - Other Distributions.mp4 (47.9 MB)
• 6 - Mini Project.html (0.5 KB)
5 - Inferential Statistics
• 1 - Sampling Distribution.mp4 (41.9 MB)
• 2 - P value and Significance Level.mp4 (32.9 MB)
• 3 - Hypothesis Testing.mp4 (36.0 MB)
• 4 - Confidence Interval.mp4 (48.5 MB)
• 5 - Type 1 and Type 2 error.mp4 (43.2 MB)
• 6 - Mini Project.html (0.3 KB)
6 - Statistical Test In Practice
• 1 - One Sample Z-test and T-test.mp4 (37.7 MB)
• 2 - Two Sample T-test.mp4 (55.8 MB)
• 3 - Chi Square Test for Categorical Data.mp4 (29.3 MB)
• 4 - Covariance and Correlation.mp4 (53.3 MB)
• 5 - Deriving P values and Significance Levels.mp4 (15.7 MB)
• 6 - Other Types of Distribution.mp4 (8.8 MB)
• 7 - Mini Project.html (0.5 KB)
7 - Real World Application and Career Path
• 1 - Statistics in Business and Data Science.mp4 (39.0 MB)
• 2 - Applying Statistical Tests.mp4 (34.9 MB)
• 3 - Career Paths using Statistics.mp4 (8.0 MB)
• 4 - Building your Portfolio.mp4 (10.4 MB)
• 5 - Mini Project.html (0.6 KB)
8 - Capstone Project and Portfolio Guidance
• 1 - Introduction to Capstone Project.mp4 (4.2 MB)
• 2 - Dataset.mp4 (9.2 MB)
• 3 - Data Cleaning.mp4 (15.1 MB)
• 4 - Descriptive Statistics.mp4 (13.6 MB)
• 5 - Data Vizualization.mp4 (19.6 MB)
• 6 - Correlation Analysis.mp4 (15.9 MB)
• 7 - Hypothesis Testing.mp4 (26.4 MB)
• 8 - Reporting and Portfolio Guidance.mp4 (18.5 MB)
• 9 - Capstone Project.html (0.6 KB)
• Bonus Resources.txt (0.1 KB)