[ WebToolTip.com ] Udemy - Data Science Basics - Python,Stats,Feature Engineering and EDA

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction/1 - Introduction.mp4

9.3 MB

~Get Your Files Here !/2 - Python Programming/1 - How Python Thinks Execution Flow & Memory Management.mp4

162 MB

~Get Your Files Here !/2 - Python Programming/10 - Python File Handling.mp4

122 MB

~Get Your Files Here !/2 - Python Programming/11 - Python Multiprocessing.mp4

97 MB

~Get Your Files Here !/2 - Python Programming/12 - Asyncio in Python.mp4

183 MB

~Get Your Files Here !/2 - Python Programming/13 - List & Dictionary Comprehension in Python.mp4

92 MB

~Get Your Files Here !/2 - Python Programming/14 - Decorator & Generator in Python.mp4

111 MB

~Get Your Files Here !/2 - Python Programming/15 - Lambda Function in Python.mp4

16 MB

~Get Your Files Here !/2 - Python Programming/16 - Map, Filter & Reduce in Python.mp4

25 MB

~Get Your Files Here !/2 - Python Programming/17 - Python Virtual Environment Setup.mp4

109 MB

~Get Your Files Here !/2 - Python Programming/2 - Python Installation.mp4

15 MB

~Get Your Files Here !/2 - Python Programming/3 - Python Variables.mp4

59 MB

~Get Your Files Here !/2 - Python Programming/4 - Python Loops.mp4

42 MB

~Get Your Files Here !/2 - Python Programming/5 - Python Data Structures.mp4

97 MB

~Get Your Files Here !/2 - Python Programming/6 - How to import module in Python.mp4

49 MB

~Get Your Files Here !/2 - Python Programming/7 - Python Methods.mp4

47 MB

~Get Your Files Here !/2 - Python Programming/8 - Python Handling Errors.mp4

44 MB

~Get Your Files Here !/2 - Python Programming/9 - Object Oriented Programming in Python.mp4

223 MB

~Get Your Files Here !/3 - Math for Machine Learning/1 - Introduction to Vectors.mp4

37 MB

~Get Your Files Here !/3 - Math for Machine Learning/10 - What is the Chain Rule.mp4

9.2 MB

~Get Your Files Here !/3 - Math for Machine Learning/2 - Types of Vectors.mp4

17 MB

~Get Your Files Here !/3 - Math for Machine Learning/3 - Vector Addition.mp4

9.8 MB

~Get Your Files Here !/3 - Math for Machine Learning/4 - What is Vector Span.mp4

16 MB

~Get Your Files Here !/3 - Math for Machine Learning/5 - Vector Multiplication.mp4

44 MB

~Get Your Files Here !/3 - Math for Machine Learning/6 - Vectors Explained with a Housing Price Dataset.mp4

41 MB

~Get Your Files Here !/3 - Math for Machine Learning/7 - Understanding Derivatives.mp4

32 MB

~Get Your Files Here !/3 - Math for Machine Learning/8 - What is a Partial Derivative.mp4

13 MB

~Get Your Files Here !/3 - Math for Machine Learning/9 - Introduction to Gradients in Calculus.mp4

15 MB

~Get Your Files Here !/4 - Statistics for Data Science/1 - Introduction to Statistics.mp4

11 MB

~Get Your Files Here !/4 - Statistics for Data Science/10 - Common Statistical Terms You Should Know.mp4

41 MB

~Get Your Files Here !/4 - Statistics for Data Science/11 - Z-Scores in Statistics.mp4

40 MB

~Get Your Files Here !/4 - Statistics for Data Science/12 - Non-Gaussian Distribution Explained.mp4

92 MB

~Get Your Files Here !/4 - Statistics for Data Science/13 - Binomial and Poisson Distribution.mp4

63 MB

~Get Your Files Here !/4 - Statistics for Data Science/14 - What is Central Limit Theorem.mp4

8.9 MB

~Get Your Files Here !/4 - Statistics for Data Science/15 - Confidence Interval in Statistics.mp4

22 MB

~Get Your Files Here !/4 - Statistics for Data Science/16 - Hypothesis Testing.mp4

78 MB

~Get Your Files Here !/4 - Statistics for Data Science/17 - T-Test and ANOVA.mp4

58 MB

~Get Your Files Here !/4 - Statistics for Data Science/2 - Levels of Measurement in Statistics.mp4

25 MB

~Get Your Files Here !/4 - Statistics for Data Science/3 - Mean, Median & Mode.mp4

27 MB

~Get Your Files Here !/4 - Statistics for Data Science/4 - What is Probability Distribution Function.mp4

34 MB

~Get Your Files Here !/4 - Statistics for Data Science/5 - What is Probability Mass Function.mp4

31 MB

~Get Your Files Here !/4 - Statistics for Data Science/6 - Small Correction in PMF.mp4

4.1 MB

~Get Your Files Here !/4 - Statistics for Data Science/7 - What is Probability Density Function.mp4

24 MB

~Get Your Files Here !/4 - Statistics for Data Science/8 - The Bell Curve Exploring the Normal Distribution.mp4

50 MB

~Get Your Files Here !/4 - Statistics for Data Science/9 - Population and Sample in Statistics.mp4

13 MB

~Get Your Files Here !/5 - Data Visualization/1 - Introduction to Data Visualization.mp4

9.2 MB

~Get Your Files Here !/5 - Data Visualization/10 - Visualizing Categorical Data with Count Plots.mp4

13 MB

~Get Your Files Here !/5 - Data Visualization/11 - Finding Patterns in a Dataset Using Data Visualization.mp4

46 MB

~Get Your Files Here !/5 - Data Visualization/2 - Project Setup.mp4

18 MB

~Get Your Files Here !/5 - Data Visualization/3 - Bar Chart Explained.mp4

34 MB

~Get Your Files Here !/5 - Data Visualization/4 - Downloading Datasets from Kaggle.mp4

33 MB

~Get Your Files Here !/5 - Data Visualization/5 - Mean, Median and Model.mp4

20 MB

~Get Your Files Here !/5 - Data Visualization/6 - Histogram and KDE Plot.mp4

45 MB

~Get Your Files Here !/5 - Data Visualization/7 - Scatter Plot.mp4

27 MB

~Get Your Files Here !/5 - Data Visualization/8 - Visualizing Relationship with Pairplots.mp4

27 MB

~Get Your Files Here !/5 - Data Visualization/9 - Bar Plot Explained.mp4

24 MB

~Get Your Files Here !/6 - Feature Engineering/1 - Introduction to Feature Engineering.mp4

45 MB

~Get Your Files Here !/6 - Feature Engineering/10 - MICE Imputation.mp4

48 MB

~Get Your Files Here !/6 - Feature Engineering/11 - How to Detect Outliers in a Dataset.mp4

42 MB

~Get Your Files Here !/6 - Feature Engineering/12 - Feature Construction Explained.mp4

7.4 MB

~Get Your Files Here !/6 - Feature Engineering/2 - What is Standardization.mp4

45 MB

~Get Your Files Here !/6 - Feature Engineering/3 - What is Normalization.mp4

20 MB

~Get Your Files Here !/6 - Feature Engineering/4 - Ordinal Encoding Explained.mp4

19 MB

~Get Your Files Here !/6 - Feature Engineering/5 - One Hot Encoding (OHE) Explained.mp4

46 MB

~Get Your Files Here !/6 - Feature Engineering/6 - What is Variable Transformation.mp4

33 MB

~Get Your Files Here !/6 - Feature Engineering/7 - How to Handle Mixed Variable in a Dataset.mp4

14 MB

~Get Your Files Here !/6 - Feature Engineering/8 - How to Handle Missing Data in a Dataset.mp4

89 MB

~Get Your Files Here !/6 - Feature Engineering/9 - KNN Imputation.mp4

49 MB

~Get Your Files Here !/7 - Exploratory Data Analysis/1 - Introduction to EDA.mp4

66 MB

~Get Your Files Here !/7 - Exploratory Data Analysis/10 - Data Analysis.mp4

117 MB

~Get Your Files Here !/7 - Exploratory Data Analysis/11 - Feature Engineering in a Dataset.mp4

46 MB

~Get Your Files Here !/7 - Exploratory Data Analysis/12 - Data Leakage Explained.mp4

33 MB

~Get Your Files Here !/7 - Exploratory Data Analysis/2 - EDA vs Feature Engineering.mp4

34 MB

~Get Your Files Here !/7 - Exploratory Data Analysis/3 - Project Setup.mp4

23 MB

~Get Your Files Here !/7 - Exploratory Data Analysis/4 - Exploring the Dataset.mp4

54 MB

~Get Your Files Here !/7 - Exploratory Data Analysis/5 - Changing Data Types in a Dataset.mp4

30 MB

~Get Your Files Here !/7 - Exploratory Data Analysis/6 - How to Perform Imputation on a Dataset.mp4

64 MB

~Get Your Files Here !/7 - Exploratory Data Analysis/7 - Imputation on Discreate Features.mp4

26 MB

~Get Your Files Here !/7 - Exploratory Data Analysis/8 - Data Cleaning in EDA.mp4

50 MB

~Get Your Files Here !/7 - Exploratory Data Analysis/9 - Detecting Outliers in a Dataset.mp4

76 MB

~Get Your Files Here !/7 - Exploratory Data Analysis/eda-source-code/data/Streaming.csv

307 kB

~Get Your Files Here !/7 - Exploratory Data Analysis/eda-source-code/eda-project.ipynb

356 kB

~Get Your Files Here !/7 - Exploratory Data Analysis/eda-source-code/requirements.txt

62 B

~Get Your Files Here !/8 - Thank You/1 - Thank You.mp4

533 kB

~Get Your Files Here !/Bonus Resources.txt

70 B