Filename Size ~Get Your Files Here !/1 - Introduction/1 - Introduction.mp4 71.8 MB ~Get Your Files Here !/1 - Introduction/2 - Prerequisites.mp4 10.5 MB ~Get Your Files Here !/1 - Introduction/3 - Colab Setup.mp4 84.2 MB ~Get Your Files Here !/1 - Introduction/3 - Google Colab.txt 21 B ~Get Your Files Here !/1 - Introduction/4 - Why Python Pandas.html 5.7 KB ~Get Your Files Here !/2 - Pandas 101/1 - DataFrames and Series.html 58 B ~Get Your Files Here !/2 - Pandas 101/10 - Conditional filtering.mp4 15.8 MB ~Get Your Files Here !/2 - Pandas 101/11 - Useful inbuilt functions.mp4 7.1 MB ~Get Your Files Here !/2 - Pandas 101/12 - Grouping.mp4 15 MB ~Get Your Files Here !/2 - Pandas 101/13 - Concatenating and merging.mp4 130.5 MB ~Get Your Files Here !/2 - Pandas 101/14 - Basic plotting.mp4 42.2 MB ~Get Your Files Here !/2 - Pandas 101/5 - Before you start.html 765 B ~Get Your Files Here !/2 - Pandas 101/6 - Colab Notebook with all code for this lecture.txt 85 B ~Get Your Files Here !/2 - Pandas 101/6 - Creating a DataFrame.mp4 79.2 MB ~Get Your Files Here !/2 - Pandas 101/7 - Selecting Columns.mp4 12.7 MB ~Get Your Files Here !/2 - Pandas 101/8 - Indexing.mp4 27.6 MB ~Get Your Files Here !/2 - Pandas 101/9 - Applying Functions.mp4 53.6 MB ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/15 - Colab Notebook with all code for this lecture.txt 85 B ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/15 - Introduction of the dataset.mp4 6.4 MB ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/16 - Fixing issues and cleaning the dataset.mp4 139 MB ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/17 - Dealing with missing values Homeplanet.mp4 110.6 MB ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/18 - Dealing with missing values CryoSleep.mp4 98.5 MB ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/19 - Dealing with missing values Cabins.mp4 68.8 MB ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/20 - Inspecting remaining columns.mp4 69.6 MB ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/21 - Imputing missing values using KNearest Neighbour Algorithm.mp4 79 MB ~Get Your Files Here !/4 - Feature Engineering/22 - Colab Notebook with all code for this lecture.txt 85 B ~Get Your Files Here !/4 - Feature Engineering/22 - Creating a new feature 1 Family Count.mp4 63.8 MB ~Get Your Files Here !/4 - Feature Engineering/23 - Creating a new feature 2 Age Group.mp4 39.4 MB ~Get Your Files Here !/4 - Feature Engineering/24 - Creating a new feature 3 Spend Group.mp4 13.5 MB ~Get Your Files Here !/4 - Feature Engineering/25 - Creating a new feature 4 Personality.mp4 28.8 MB ~Get Your Files Here !/5 - Visualisations Exploratory Data Analysis continued/26 - Colab Notebook with all code for this lecture.txt 85 B ~Get Your Files Here !/5 - Visualisations Exploratory Data Analysis continued/26 - Countplots.mp4 61.2 MB ~Get Your Files Here !/5 - Visualisations Exploratory Data Analysis continued/27 - Histograms and Scatterplots.mp4 91.6 MB ~Get Your Files Here !/5 - Visualisations Exploratory Data Analysis continued/28 - Why you shouldnt just rely on summary statistics.mp4 9.8 MB ~Get Your Files Here !/6 - Little Overview of Correlation Analysis/29 - Colab Notebook with all code for this lecture.txt 85 B ~Get Your Files Here !/6 - Little Overview of Correlation Analysis/29 - Pearsons Correlation Coefficient.mp4 22 MB ~Get Your Files Here !/6 - Little Overview of Correlation Analysis/30 - Student ttest.mp4 26.1 MB ~Get Your Files Here !/6 - Little Overview of Correlation Analysis/31 - ChiSquare test.mp4 38 MB ~Get Your Files Here !/6 - Little Overview of Correlation Analysis/31 - vid2-chi2.mp4 67.6 MB ~Get Your Files Here !/7 - Outro/32 - Expanding Your Data Analysis Skills What We Havent Covered Yet.html 8.6 KB ~Get Your Files Here !/7 - Outro/33 - Essential Statistical Concepts Every Data Analyst should know.html 12 KB ~Get Your Files Here !/Bonus Resources.txt 386 B
