Udemy - Essential Statistics for Data Science With Python

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1 -Population and Sample.mp4 (49.9 MB)
2 - Statistics Terminology
• 1 -Sampling Techniques.mp4 (48.6 MB)
• 2 -Variable, Measurement and Data.mp4 (57.3 MB)
• 3 -Data Measurement - Nominal, Ordinal, Interval, Ratio.mp4 (59.5 MB)
• 4 -Data Measurement - Example.mp4 (14.2 MB)
3 - Descriptive Statistics
• 1 -Measure of Central Tendency.mp4 (150.1 MB)
• 2 -Exercise question.mp4 (58.4 MB)
• 3 -Measure Of Spread.mp4 (46.8 MB)
• 4 -Measure of Spread - Quartiles.mp4 (69.4 MB)
• 5 -Measure of Spread - Box and Whisker Plot.mp4 (84.5 MB)
• 6 -Measure of Variability - Variance and Standard Deviation.mp4 (79.2 MB)
4 - Descriptive Statistics with Python - basics
• 1 -About Iris Dataset.mp4 (9.3 MB)
• 2 -Open Jupyter Notebook and Import Libraries with Pandas.mp4 (67.5 MB)
• 3 -Load Dataset and Dimensions of data using Pandas.mp4 (26.5 MB)
• 4 -Measuring Central Tendencies of data using Pandas.mp4 (52.1 MB)
• 5 -Measuring Spread and Variability of data using Pandas.mp4 (110.6 MB)
• 6 -Visualizing Spread in Box Plot.mp4 (59.6 MB)
• 7 -Visualizing Spread in Box Plot for all columns.mp4 (42.1 MB)
6 - Probability
• 1 -4_Probability - Methods.pdf (1.6 MB)
• 1 -Introduction to Probability.mp4 (17.8 MB)
• 10 -Probability Tree Example - 1.mp4 (51.1 MB)
• 11 -Probability Tree Example - 2.mp4 (24.7 MB)
• 12 -Bayes Theorem.mp4 (65.3 MB)
• 13 -Bayes Theorem Example - 1.mp4 (51.6 MB)
• 14 -Independent and Dependent Events.mp4 (52.6 MB)
• 15 -Example Questions - Independent and Dependent.mp4 (30.0 MB)
• 16 -Summary.mp4 (26.2 MB)
• 17 -Probability Matrix.mp4 (69.9 MB)
• 18 -Probability Tree with Probability Matrix.mp4 (27.0 MB)
• 2 -Classical Method - A Priori Probability.mp4 (54.7 MB)
• 3 -Relative Frequency of Occurrence - Empirical Probability.mp4 (54.9 MB)
• 4 -Subjective Probability.mp4 (18.6 MB)
• 5 -Calculating Probabilities - in Casino Game.mp4 (69.1 MB)
• 6 -Probability of Winning - Roulette.mp4 (64.9 MB)
• 7 -Mutually Exclusive and Intersection Events.mp4 (78.6 MB)
• 8 -Conditional Probability.mp4 (33.4 MB)
• 9 -Probability Tree.mp4 (41.4 MB)
8 - Probability with Python
• 1 -Probability with Python - Marginal Probability.mp4 (92.3 MB)
• 2 -Marginal Probability Examples in Python.mp4 (31.0 MB)
• 3 -Generate Contingency Table using Group by.mp4 (41.2 MB)
• 4 -Generate Contingency Table using Pivot table.mp4 (23.1 MB)
• 5 -Generate Contingency Table using Cross Tab.mp4 (15.2 MB)
• Bonus Resources.txt (0.1 KB)