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文档列表

01 - Python Fundamentals/001 Why should you learn Python_.mp4 135.4 MB
02 - Mastering Python Data Structures/015 Time Complexity.mp4 130.7 MB
02 - Mastering Python Data Structures/019 Insertion and Selection Sort.mp4 129.8 MB
02 - Mastering Python Data Structures/020 Merge Sort.mp4 125.0 MB
02 - Mastering Python Data Structures/017 Binary Search.mp4 119.3 MB
05 - Data Cleaning/022 Data Cleaning on Naukri Dataset.mp4 109.5 MB
10 - Data Exploration/007 Exploring the Dabl Library.mp4 109.5 MB
02 - Mastering Python Data Structures/016 Linear Search.mp4 104.2 MB
01 - Python Fundamentals/002 Installing Python and Jupyter Notebook.mp4 100.0 MB
08 - Statistics and Probability/024 Confidence Intervals.mp4 99.6 MB
14 - Capstone Project 4_ Global Cost of Living/004 Extracting Latitude and Longitude from the L.mp4 88.0 MB
05 - Data Cleaning/006 Imputing missing values in a real-time scenario.mp4 86.6 MB
10 - Data Exploration/008 Exploring the Sweetviz Library.mp4 85.5 MB
03 - Python Functions Deep Dive/008 Filter, Map, and Zip Functions.mp4 83.8 MB
09 - Hypothesis Testing/004 P-Value and Level of Significance.mp4 82.6 MB
02 - Mastering Python Data Structures/018 Bubble Sort.mp4 81.8 MB
01 - Python Fundamentals/010 Arithmetic and Assignment Operators.mp4 81.8 MB
02 - Mastering Python Data Structures/008 Introduction to Sets.mp4 81.3 MB
05 - Data Cleaning/004 Imputing missing values with the business logic.mp4 80.7 MB
08 - Statistics and Probability/008 Permutations and Combinations.mp4 80.5 MB
04 - Python for Data Science/018 Merging and Concatenating DataFrames.mp4 80.4 MB
04 - Python for Data Science/006 Meta Characters for Regular Expressions.mp4 79.2 MB
11 - Capstone Project 1_ Players Performance Analysis/005 Data Visualization.mp4 78.7 MB
11 - Capstone Project 1_ Players Performance Analysis/003 Data Cleaning.mp4 77.2 MB
01 - Python Fundamentals/005 Built in Data Types and Type Casting.mp4 76.5 MB
07 - Data Visualizations/003 Multivariate Analysis.mp4 75.9 MB
15 - Capstone Project 5_ Customer Segmentation Engine/003 Data Analysis and Visualization.mp4 75.4 MB
13 - Capstone Project 3_ Movie Recommender Systems/016 Recommending Similar Genres and Movies.mp4 74.0 MB
01 - Python Fundamentals/003 Understanding the Interface of Jupyter Notebook.mp4 73.7 MB
09 - Hypothesis Testing/010 One Sampled Z Test.mp4 73.5 MB
09 - Hypothesis Testing/006 One Sampled T Test.mp4 72.8 MB
05 - Data Cleaning/008 How outliers can be harmful for machine learning models.mp4 72.4 MB
10 - Data Exploration/003 Data Profiling.mp4 71.2 MB
04 - Python for Data Science/015 Reading Datasets using Pandas.mp4 71.1 MB
02 - Mastering Python Data Structures/005 Introduction to Dictionaries.mp4 71.0 MB
01 - Python Fundamentals/018 If, elif, and else.mp4 71.0 MB
08 - Statistics and Probability/020 Sample Mean and Population Mean.mp4 70.9 MB
05 - Data Cleaning/001 Causes and Impact of Missing Values.mp4 70.0 MB
08 - Statistics and Probability/009 Quiz Solution.mp4 69.9 MB
03 - Python Functions Deep Dive/015 Solving the Fibonacci Problem using Recursion.mp4 68.1 MB
05 - Data Cleaning/002 Types of Missing Values.mp4 67.3 MB
03 - Python Functions Deep Dive/019 Encapsulation.mp4 66.4 MB
05 - Data Cleaning/009 Finding out outliers from the data.mp4 66.3 MB
08 - Statistics and Probability/005 Conditional Probability.mp4 66.2 MB
05 - Data Cleaning/011 Deleting and Capping the outliers.mp4 65.8 MB
05 - Data Cleaning/003 When should we delete the missing values.mp4 65.6 MB
13 - Capstone Project 3_ Movie Recommender Systems/013 Comparing Critically acclaimed Actors.mp4 65.5 MB
15 - Capstone Project 5_ Customer Segmentation Engine/004 KMeans Clustering Analysis.mp4 64.8 MB
08 - Statistics and Probability/003 Applications of Probability in Real Life.mp4 64.8 MB
08 - Statistics and Probability/012 Measures of Spread.mp4 64.4 MB
02 - Mastering Python Data Structures/007 Nested Dictionaries.mp4 64.1 MB
01 - Python Fundamentals/011 Comparison, Logical, and Bitwise Operators.mp4 63.9 MB
08 - Statistics and Probability/006 Set Theory.mp4 62.5 MB
02 - Mastering Python Data Structures/009 Set Operations.mp4 61.6 MB
08 - Statistics and Probability/004 Basic Probability.mp4 61.5 MB
05 - Data Cleaning/005 Imputing missing values with Mean_Median_Mode.mp4 60.9 MB
05 - Data Cleaning/013 Quiz Solution.mp4 60.3 MB
08 - Statistics and Probability/023 Maximum Likelihood Estimation.mp4 60.0 MB
03 - Python Functions Deep Dive/014 Solving the Factorial Problem using Recursion.mp4 60.0 MB
07 - Data Visualizations/001 Univariate Analysis.mp4 59.9 MB
08 - Statistics and Probability/021 Central Limit Theorem.mp4 59.8 MB
04 - Python for Data Science/009 Sets for Regular Expressions.mp4 59.7 MB
06 - Query Analysis/011 Quiz Solution.mp4 58.6 MB
15 - Capstone Project 5_ Customer Segmentation Engine/001 Understanding the Problem Statement.mp4 58.4 MB
08 - Statistics and Probability/010 Types of Data.mp4 58.2 MB
03 - Python Functions Deep Dive/009 List, set, and Dictionary Comprehensions.mp4 58.0 MB
09 - Hypothesis Testing/002 Null Hypothesis and Alternate Hypothesis.mp4 58.0 MB
08 - Statistics and Probability/025 Quiz Solution.mp4 57.9 MB
07 - Data Visualizations/025 Quiz Solution.mp4 57.7 MB
03 - Python Functions Deep Dive/007 Lambda Functions.mp4 57.4 MB
10 - Data Exploration/002 Course curriculum walkthrough.mp4 57.4 MB
11 - Capstone Project 1_ Players Performance Analysis/001 Understanding the problem statement.mp4 57.3 MB
09 - Hypothesis Testing/001 What is Hypothesis Testing.mp4 57.2 MB
03 - Python Functions Deep Dive/002 Default Parameters in Functions.mp4 57.0 MB
01 - Python Fundamentals/004 Naming Convention for variables.mp4 56.4 MB
09 - Hypothesis Testing/005 Quiz Solution.mp4 56.2 MB
13 - Capstone Project 3_ Movie Recommender Systems/004 Missing Values Imputation.mp4 55.6 MB
13 - Capstone Project 3_ Movie Recommender Systems/006 Manipulating the Duration and Language Column.mp4 55.5 MB
14 - Capstone Project 4_ Global Cost of Living/013 Analysing Cost of Essential Items.mp4 55.5 MB
08 - Statistics and Probability/011 Measures of Central Tendency.mp4 55.5 MB
01 - Python Fundamentals/019 For and While.mp4 55.3 MB
12 - Capstone Project 2_ Startups Case Study and Analysis/003 Data Cleaning.mp4 55.3 MB
12 - Capstone Project 2_ Startups Case Study and Analysis/004 Querying the data using Visualizations Part - 1.mp4 54.9 MB
05 - Data Cleaning/010 Using Winsorization to deal with outliers.mp4 54.7 MB
12 - Capstone Project 2_ Startups Case Study and Analysis/001 Understanding the Problem Statement.mp4 54.5 MB
10 - Data Exploration/004 Analyzing Target Data.mp4 54.4 MB
04 - Python for Data Science/011 Array Creation using Numpy.mp4 54.4 MB
08 - Statistics and Probability/022 Bias and Variance.mp4 54.2 MB
06 - Query Analysis/001 Aggregate functions used for Grouping.mp4 54.2 MB
01 - Python Fundamentals/014 String Formatting.mp4 54.0 MB
05 - Data Cleaning/012 Dealing with outliers in a real-world scenario.mp4 54.0 MB
11 - Capstone Project 1_ Players Performance Analysis/006 Query Analysis.mp4 53.7 MB
13 - Capstone Project 3_ Movie Recommender Systems/007 Extracting the Movie Genres.mp4 53.4 MB
02 - Mastering Python Data Structures/011 Introduction to Stacks and Queues.mp4 52.9 MB
09 - Hypothesis Testing/013 One Sampled ANOVA Test.mp4 52.8 MB
05 - Data Cleaning/007 Quiz Solution.mp4 52.6 MB
13 - Capstone Project 3_ Movie Recommender Systems/005 Top 10 Profitable Movies.mp4 52.5 MB
08 - Statistics and Probability/014 Quiz Solution.mp4 52.4 MB
05 - Data Cleaning/33235530-naukri.csv 52.3 MB
07 - Data Visualizations/015 Quiz Solution.mp4 52.1 MB
09 - Hypothesis Testing/011 Two Sampled Z Test.mp4 52.0 MB
02 - Mastering Python Data Structures/001 Differences between Lists and Tuples.mp4 51.9 MB
07 - Data Visualizations/016 Animation with Bubbleplot.mp4 51.4 MB
07 - Data Visualizations/007 Bar, Line, and Area Charts.mp4 50.9 MB
13 - Capstone Project 3_ Movie Recommender Systems/012 Association between IMDB Rating and Duration.mp4 50.8 MB
13 - Capstone Project 3_ Movie Recommender Systems/002 Taking a Deep Dive into the Dataset.mp4 50.8 MB
07 - Data Visualizations/004 Quiz Solution.mp4 50.5 MB
13 - Capstone Project 3_ Movie Recommender Systems/015 Recommending Movies based on Languages and Actors.mp4 49.9 MB
11 - Capstone Project 1_ Players Performance Analysis/004 Feature Engineering.mp4 49.8 MB
03 - Python Functions Deep Dive/020 Polymorhism.mp4 49.8 MB
06 - Query Analysis/017 Quiz Solution.mp4 49.2 MB
13 - Capstone Project 3_ Movie Recommender Systems/011 Gross Comparison of Long and Short Movies.mp4 49.1 MB
08 - Statistics and Probability/007 Bayes' Theorem.mp4 48.7 MB
13 - Capstone Project 3_ Movie Recommender Systems/001 Setting up the Environment.mp4 48.5 MB
08 - Statistics and Probability/019 Quiz Solution.mp4 48.5 MB
07 - Data Visualizations/002 Bivariate Analysis.mp4 48.0 MB
07 - Data Visualizations/005 Scatter Plots.mp4 47.8 MB
09 - Hypothesis Testing/009 Quiz Solution.mp4 47.5 MB
09 - Hypothesis Testing/008 Paired Sampled T Test.mp4 47.2 MB
05 - Data Cleaning/014 Introduction to reindex, set_index, reset_index, and sort_index Functions.mp4 46.5 MB
10 - Data Exploration/001 Why EDA and how it is useful.mp4 46.0 MB
10 - Data Exploration/011 Quiz Solution.mp4 45.8 MB
03 - Python Functions Deep Dive/005 Python Modules.mp4 45.6 MB
02 - Mastering Python Data Structures/002 Operations on Lists.mp4 45.5 MB
01 - Python Fundamentals/015 String Methods.mp4 45.4 MB
13 - Capstone Project 3_ Movie Recommender Systems/010 Loss and Profit Analysis on English and Foreign Movies.mp4 45.2 MB
08 - Statistics and Probability/016 Introduction to Normal Distribution.mp4 45.0 MB
09 - Hypothesis Testing/012 Quiz Solution.mp4 44.9 MB
05 - Data Cleaning/021 Data Cleaning on Melbourne Housing Dataset.mp4 44.2 MB
02 - Mastering Python Data Structures/013 Implementing Stacks andd Queues using Deque.mp4 44.1 MB
01 - Python Fundamentals/016 User Input.mp4 43.8 MB
05 - Data Cleaning/018 Introduction to Melt, Explode, and Squeeze Functions.mp4 43.5 MB
01 - Python Fundamentals/020 Break and Continue.mp4 43.3 MB
10 - Data Exploration/010 Best Practices for Data Exploration.mp4 43.2 MB
03 - Python Functions Deep Dive/001 Introduction to Functions.mp4 43.1 MB
08 - Statistics and Probability/017 Concept of Skewness.mp4 43.0 MB
07 - Data Visualizations/032 Network Charts.mp4 42.8 MB
02 - Mastering Python Data Structures/021 Quiz Solution.mp4 42.8 MB
04 - Python for Data Science/013 Built-in Functions in Numpy.mp4 42.8 MB
09 - Hypothesis Testing/007 Two Sampled T Test.mp4 42.8 MB
09 - Hypothesis Testing/014 Two Sampled ANOVA Test.mp4 42.3 MB
09 - Hypothesis Testing/015 Quiz Solution.mp4 42.2 MB
11 - Capstone Project 1_ Players Performance Analysis/007 Major Learnings from the project.mp4 42.0 MB
06 - Query Analysis/012 When to perform Filtering Operations.mp4 41.6 MB
03 - Python Functions Deep Dive/017 Introduction to Classes and Objects.mp4 41.5 MB
01 - Python Fundamentals/012 Identity and Membership Operators.mp4 41.5 MB
09 - Hypothesis Testing/018 Quiz Solution.mp4 41.4 MB
06 - Query Analysis/008 Performing Cross Tabulation.mp4 41.1 MB
07 - Data Visualizations/028 Funnel Charts.mp4 41.0 MB
07 - Data Visualizations/008 Facet Grids.mp4 40.8 MB
10 - Data Exploration/006 Summarizing data.mp4 40.8 MB
07 - Data Visualizations/033 Quiz Solution.mp4 40.5 MB
07 - Data Visualizations/021 Introduction to Ipywidgets.mp4 40.4 MB
04 - Python for Data Science/001 Introduction to datetime.mp4 40.4 MB
13 - Capstone Project 3_ Movie Recommender Systems/009 Analysing Which Genre is Most Bankable_.mp4 40.3 MB
05 - Data Cleaning/019 Data Cleaning on Big Mart Dataset.mp4 40.1 MB
01 - Python Fundamentals/006 Scope of Variables.mp4 40.0 MB
04 - Python for Data Science/019 Lambda, Map, and Apply Functions.mp4 40.0 MB
15 - Capstone Project 5_ Customer Segmentation Engine/005 Major Learnings from the projects.mp4 40.0 MB
09 - Hypothesis Testing/016 Goodness of Fit Test.mp4 39.8 MB
10 - Data Exploration/005 Quiz Solution.mp4 39.6 MB
05 - Data Cleaning/016 Introduction to Split and Strip Function.mp4 39.6 MB
07 - Data Visualizations/009 Statistical Charts.mp4 39.5 MB
04 - Python for Data Science/007 Built-in Functions for Regular Expressions.mp4 39.4 MB
05 - Data Cleaning/020 Data Cleaning on Movie Dataset.mp4 39.3 MB
01 - Python Fundamentals/009 Thanks for your support__.mp4 38.9 MB
08 - Statistics and Probability/018 Using QQ Plots to check Normal Distribution.mp4 38.9 MB
04 - Python for Data Science/012 Mathematical Operations using Numpy.mp4 38.6 MB
02 - Mastering Python Data Structures/006 Operations on Dictionaries.mp4 38.6 MB
14 - Capstone Project 4_ Global Cost of Living/002 Understanding the Dataset.mp4 38.4 MB
02 - Mastering Python Data Structures/012 Implementing Stacks and Queues using Lists.mp4 38.4 MB
04 - Python for Data Science/016 Plotting Data in Pandas.mp4 38.4 MB
14 - Capstone Project 4_ Global Cost of Living/008 Performing Geo spatial Analysis.mp4 38.3 MB
03 - Python Functions Deep Dive/004 Keyword Arguments.mp4 38.1 MB
06 - Query Analysis/014 Advanced Filtering Operations.mp4 38.0 MB
06 - Query Analysis/010 Interactive Grouping Operations.mp4 38.0 MB
09 - Hypothesis Testing/003 Types of Error.mp4 37.1 MB
07 - Data Visualizations/011 Subplots.mp4 37.0 MB
07 - Data Visualizations/020 Quiz Solution.mp4 36.8 MB
13 - Capstone Project 3_ Movie Recommender Systems/017 Key Takeaways from this Project.mp4 36.4 MB
03 - Python Functions Deep Dive/012 Introduction to Analytical Functions.mp4 35.8 MB
13 - Capstone Project 3_ Movie Recommender Systems/014 Top Movies based on Gross, and IMDB.mp4 35.7 MB
07 - Data Visualizations/026 Sunburst Charts.mp4 35.4 MB
07 - Data Visualizations/023 Interactive Bivariate Analysis.mp4 35.4 MB
05 - Data Cleaning/015 Introduction to Replace and Drop level Function.mp4 35.3 MB
13 - Capstone Project 3_ Movie Recommender Systems/008 Top 10 Most Popular Movies on Social Media.mp4 35.2 MB
04 - Python for Data Science/002 The date and time class.mp4 35.2 MB
14 - Capstone Project 4_ Global Cost of Living/007 Top N and Bottom N Analysis.mp4 35.1 MB
03 - Python Functions Deep Dive/018 Inheritance.mp4 34.4 MB
12 - Capstone Project 2_ Startups Case Study and Analysis/005 Querying the data using Visualizations Part - 2.mp4 34.3 MB
03 - Python Functions Deep Dive/003 Positional Arguments.mp4 34.2 MB
08 - Statistics and Probability/013 Measures of Dependence.mp4 34.1 MB
07 - Data Visualizations/006 Charts with Colorscale.mp4 34.1 MB
12 - Capstone Project 2_ Startups Case Study and Analysis/006 Major learning from the Project.mp4 33.4 MB
06 - Query Analysis/006 Using Pivot Tables for Grouping Operations.mp4 32.4 MB
04 - Python for Data Science/014 Quiz Solution.mp4 32.4 MB
07 - Data Visualizations/014 Maps.mp4 32.2 MB
07 - Data Visualizations/019 Animation with Choropleth Maps.mp4 32.1 MB
03 - Python Functions Deep Dive/011 Introduction to Aggregate Functions.mp4 32.0 MB
07 - Data Visualizations/022 Interactive Univariate Analysis.mp4 31.8 MB
04 - Python for Data Science/020 Quiz Solution.mp4 31.2 MB
07 - Data Visualizations/024 Interactive Multivariate Analysis.mp4 31.1 MB
07 - Data Visualizations/010 Polar Charts.mp4 31.0 MB
06 - Query Analysis/005 Visualizing the Groupby Operations.mp4 30.4 MB
08 - Statistics and Probability/015 Continuous vs Discrete Distributions.mp4 29.8 MB
08 - Statistics and Probability/001 Why you should learn Statistics and Probability.mp4 29.1 MB
02 - Mastering Python Data Structures/003 Operations on Tuples.mp4 28.8 MB
07 - Data Visualizations/017 Animation with Facets.mp4 28.7 MB
06 - Query Analysis/002 Using Groupby for Grouping Operations.mp4 28.6 MB
01 - Python Fundamentals/017 Quiz Solution.mp4 28.6 MB
14 - Capstone Project 4_ Global Cost of Living/006 Comparing Lifestyle in different Countries.mp4 28.4 MB
14 - Capstone Project 4_ Global Cost of Living/001 Setting up Environment.mp4 28.1 MB
14 - Capstone Project 4_ Global Cost of Living/012 Ranking Places based on their cost of living.mp4 27.8 MB
14 - Capstone Project 4_ Global Cost of Living/011 Comparing Lifestyle in Indian Cities.mp4 27.8 MB
03 - Python Functions Deep Dive/006 Quiz Solution.mp4 27.8 MB
06 - Query Analysis/003 Groupby with Idxmax and Idxmin functions.mp4 27.7 MB
14 - Capstone Project 4_ Global Cost of Living/005 Performing Feature Engineering.mp4 27.6 MB
01 - Python Fundamentals/008 Quiz Solution.mp4 27.4 MB
14 - Capstone Project 4_ Global Cost of Living/014 Analysing Quality of Life.mp4 27.2 MB
01 - Python Fundamentals/021 Quiz Solution.mp4 27.2 MB
14 - Capstone Project 4_ Global Cost of Living/010 Comparing Some of the Most Popular Countries.mp4 26.8 MB
07 - Data Visualizations/029 Gantt Charts.mp4 26.2 MB
07 - Data Visualizations/012 3D Charts.mp4 26.2 MB
06 - Query Analysis/007 Difference between Groupby and Pivot tables.mp4 25.7 MB
06 - Query Analysis/004 Using Color scales for better visualization.mp4 24.9 MB
01 - Python Fundamentals/007 Q and A.mp4 24.6 MB
07 - Data Visualizations/027 Parallel Co-ordinate Charts.mp4 24.5 MB
04 - Python for Data Science/005 Quiz Solution.mp4 24.4 MB
06 - Query Analysis/009 Visualizing Cross tabulated Data.mp4 24.3 MB
07 - Data Visualizations/018 Animation with Scatter Maps.mp4 24.3 MB
04 - Python for Data Science/008 Special Characters for Regular Expressions.mp4 24.1 MB
04 - Python for Data Science/003 The datetime class.mp4 24.0 MB
03 - Python Functions Deep Dive/010 Quiz Solution.mp4 23.8 MB
06 - Query Analysis/013 Introduction to Simple Filtering Operations.mp4 23.6 MB
02 - Mastering Python Data Structures/010 Quiz Solution.mp4 23.6 MB
03 - Python Functions Deep Dive/021 Quiz Solution.mp4 23.5 MB
14 - Capstone Project 4_ Global Cost of Living/015 Suggesting Better places to live.mp4 23.0 MB
02 - Mastering Python Data Structures/014 Quiz Solution.mp4 22.9 MB
07 - Data Visualizations/031 Tree Maps.mp4 22.8 MB
06 - Query Analysis/015 Filtering and Grouping Operations.mp4 22.8 MB
14 - Capstone Project 4_ Global Cost of Living/009 Comparing different Lifestyle Factors.mp4 22.7 MB
03 - Python Functions Deep Dive/016 Quiz Solution.mp4 22.5 MB
04 - Python for Data Science/017 Indexing, Selecting, and Filtering Data using Pandas.mp4 21.7 MB
11 - Capstone Project 1_ Players Performance Analysis/002 Setting up the Environment.mp4 21.6 MB
07 - Data Visualizations/030 Ternary Charts.mp4 21.4 MB
04 - Python for Data Science/004 The timedelta class.mp4 20.8 MB
16 - Outro Section/001 Conclusion.mp4 17.6 MB
03 - Python Functions Deep Dive/013 Quiz Solution.mp4 15.6 MB
10 - Data Exploration/009 Using Color Gradients for better analysis.mp4 14.6 MB
04 - Python for Data Science/010 Quiz Solution.mp4 14.5 MB
01 - Python Fundamentals/013 Quiz Solution.mp4 14.3 MB
15 - Capstone Project 5_ Customer Segmentation Engine/002 Setting up the Environment.mp4 13.3 MB
14 - Capstone Project 4_ Global Cost of Living/003 Understanding the Problem Statement.mp4 13.2 MB
02 - Mastering Python Data Structures/004 Quiz Solution.mp4 13.2 MB
09 - Hypothesis Testing/017 Test of Independence.mp4 11.4 MB
05 - Data Cleaning/017 Introduction to Stack, and Unstack Functions.mp4 11.1 MB
13 - Capstone Project 3_ Movie Recommender Systems/003 Understanding the Problem Statement.mp4 10.9 MB
12 - Capstone Project 2_ Startups Case Study and Analysis/002 Setting up the Environment.mp4 9.3 MB
05 - Data Cleaning/33177822-fifa.csv 9.1 MB
06 - Query Analysis/016 Interactive Filtering Operations.mp4 8.6 MB
08 - Statistics and Probability/002 Walking through the course Content.mp4 7.8 MB
07 - Data Visualizations/013 Waffle Charts.mp4 7.4 MB
07 - Data Visualizations/33327286-Miscellaneous-Charts.zip 6.6 MB
07 - Data Visualizations/33326964-03.Line-Area-and-Bar-Charts.ipynb 4.4 MB
09 - Hypothesis Testing/33333276-Hypothesis-Testing-Full-Material.zip 4.4 MB
07 - Data Visualizations/33327104-Animated-Visualizations.zip 4.2 MB
07 - Data Visualizations/33326968-05.Statistical-Charts.ipynb 3.7 MB
07 - Data Visualizations/33327024-10.Maps.ipynb 3.7 MB
07 - Data Visualizations/33237022-01.Scatter-plots.ipynb 3.6 MB
07 - Data Visualizations/33326974-04.Facet-Grids.ipynb 3.6 MB
07 - Data Visualizations/33326972-06.Polar-Charts.ipynb 3.6 MB
07 - Data Visualizations/33326876-02.Charts-with-Colormaps.ipynb 3.5 MB
07 - Data Visualizations/33289888-6.Treemaps.ipynb 3.5 MB
07 - Data Visualizations/33289926-5.Ternary-Charts.ipynb 3.5 MB
07 - Data Visualizations/33327000-07.Subplots.ipynb 3.5 MB
07 - Data Visualizations/33289946-4.Gantt-Charts.ipynb 3.5 MB
07 - Data Visualizations/33289964-3.Funnel-Charts.ipynb 3.5 MB
07 - Data Visualizations/33289982-2.Parallel-Co-ordinate-Charts.ipynb 3.5 MB
11 - Capstone Project 1_ Players Performance Analysis/33340888-Player-Performance-Reviewer-Full-Material.zip 3.2 MB
05 - Data Cleaning/33235504-melbourne.csv 3.0 MB
05 - Data Cleaning/33371906-ratings.csv 2.5 MB
15 - Capstone Project 5_ Customer Segmentation Engine/33340626-Customer-Based-Segregator-Full-Material.zip 2.2 MB
01 - Python Fundamentals/33157682-Why-should-we-learn-Python.pptx 1.9 MB
10 - Data Exploration/33333548-Data-Exploration-Full-Material.zip 1.7 MB
02 - Mastering Python Data Structures/33158160-Introduction-to-Stacks-and-Queues.pptx 1.6 MB
02 - Mastering Python Data Structures/33158258-Time-Complexity.pptx 1.2 MB
04 - Python for Data Science/33163108-Merging.pptx 1.0 MB
13 - Capstone Project 3_ Movie Recommender Systems/33340868-Movie-Recommendation-Engine-Full-Material.rar 959.3 kB
07 - Data Visualizations/33289858-7.Network-Charts.ipynb 875.6 kB
05 - Data Cleaning/33177970-bigmart.csv 869.5 kB
05 - Data Cleaning/33178092-bigmart.csv 869.5 kB
05 - Data Cleaning/33235526-bigmart.csv 869.5 kB
05 - Data Cleaning/33326190-Data.csv 869.5 kB
01 - Python Fundamentals/33157832-Scope-of-Variables.pptx 860.1 kB
12 - Capstone Project 2_ Startups Case Study and Analysis/33340874-Startups-Case-study.zip 840.8 kB
01 - Python Fundamentals/33157764-Built-in-Data-Types-and-Type-Casting.pptx 830.9 kB
03 - Python Functions Deep Dive/33157578-Solving-the-Factorial-Problem-using-Recursion.pptx 747.4 kB
03 - Python Functions Deep Dive/33157634-Encapsulation.pptx 743.2 kB
03 - Python Functions Deep Dive/33157584-Solving-the-Fibonacci-Problem-using-Recursion.pptx 737.6 kB
05 - Data Cleaning/33178106-2.Dealing-with-outliers-in-a-real-world-scenario.ipynb 685.4 kB
05 - Data Cleaning/33177974-1.Finding-Outliers-from-the-data.ipynb 682.5 kB
04 - Python for Data Science/33586698-market-fact.csv 619.9 kB
01 - Python Fundamentals/33157730-Naming-Convention-for-variables.pptx 614.8 kB
02 - Mastering Python Data Structures/33158272-Insertion-and-Selection-Sort.pptx 611.7 kB
02 - Mastering Python Data Structures/33158276-Bubble-Sort.pptx 600.0 kB
02 - Mastering Python Data Structures/33158280-Binary-Search.pptx 599.2 kB
02 - Mastering Python Data Structures/33158286-Linear-Search.pptx 597.2 kB
02 - Mastering Python Data Structures/33158290-Merge-Sort.pptx 596.3 kB
05 - Data Cleaning/33177922-Outliers.pptx 595.8 kB
05 - Data Cleaning/33178072-Deleting-and-Capping-Outliers.pptx 595.5 kB
05 - Data Cleaning/33177614-Causes-Impact-of-Missing-Values.pptx 595.5 kB
03 - Python Functions Deep Dive/33157360-Introduction-to-Functions.pptx 592.2 kB
05 - Data Cleaning/33177684-Types-of-Missing-Values.pptx 591.5 kB
03 - Python Functions Deep Dive/33157490-Filter-Map-and-Zip-Functions.pptx 591.3 kB
05 - Data Cleaning/33178052-Winsorization.pptx 588.5 kB
03 - Python Functions Deep Dive/33157462-Lambda-Functions.pptx 588.2 kB
05 - Data Cleaning/33177780-Mode-Median-Mean.pptx 587.8 kB
05 - Data Cleaning/33177962-Types-Of-Outliers.pptx 585.1 kB
03 - Python Functions Deep Dive/33157396-Default-Parameters-in-Functions.pptx 585.0 kB
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01 - Python Fundamentals/33157746-Declaring-Variables.ipynb 2.1 kB
13 - Capstone Project 3_ Movie Recommender Systems/008 Top 10 Most Popular Movies on Social Media__en.srt 2.0 kB
07 - Data Visualizations/019 Animation with Choropleth Maps__en.srt 2.0 kB
03 - Python Functions Deep Dive/33157484-List-Set-and-Dictionary-Comprehensions.ipynb 2.0 kB
06 - Query Analysis/007 Difference between Groupby and Pivot tables__en.srt 2.0 kB
07 - Data Visualizations/012 3D Charts__en.srt 2.0 kB
02 - Mastering Python Data Structures/33158064-Operations-on-tuples.ipynb 2.0 kB
07 - Data Visualizations/013 Waffle Charts__en.srt 2.0 kB
08 - Statistics and Probability/001 Why you should learn Statistics and Probability__en.srt 2.0 kB
04 - Python for Data Science/001 Introduction to datetime__en.srt 1.9 kB
06 - Query Analysis/003 Groupby with Idxmax and Idxmin functions__en.srt 1.9 kB
09 - Hypothesis Testing/003 Types of Error__en.srt 1.9 kB
15 - Capstone Project 5_ Customer Segmentation Engine/005 Major Learnings from the projects__en.srt 1.9 kB
11 - Capstone Project 1_ Players Performance Analysis/007 Major Learnings from the project__en.srt 1.9 kB
06 - Query Analysis/016 Interactive Filtering Operations__en.srt 1.9 kB
07 - Data Visualizations/031 Tree Maps__en.srt 1.8 kB
01 - Python Fundamentals/007 Q and A__en.srt 1.8 kB
09 - Hypothesis Testing/014 Two Sampled ANOVA Test__en.srt 1.8 kB
01 - Python Fundamentals/33157878-User-Input.ipynb 1.8 kB
07 - Data Visualizations/017 Animation with Facets__en.srt 1.8 kB
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14 - Capstone Project 4_ Global Cost of Living/003 Understanding the Problem Statement__en.srt 1.8 kB
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12 - Capstone Project 2_ Startups Case Study and Analysis/006 Major learning from the Project__en.srt 1.7 kB
07 - Data Visualizations/027 Parallel Co-ordinate Charts__en.srt 1.7 kB
06 - Query Analysis/009 Visualizing Cross tabulated Data__en.srt 1.7 kB
13 - Capstone Project 3_ Movie Recommender Systems/017 Key Takeaways from this Project__en.srt 1.7 kB
03 - Python Functions Deep Dive/33157618-2.Inheritance.ipynb 1.7 kB
03 - Python Functions Deep Dive/33157414-Positional-Arguments.ipynb 1.6 kB
08 - Statistics and Probability/002 Walking through the course Content__en.srt 1.6 kB
13 - Capstone Project 3_ Movie Recommender Systems/003 Understanding the Problem Statement__en.srt 1.6 kB
01 - Python Fundamentals/33157748-Data-Types-and-Type-Casting.ipynb 1.6 kB
06 - Query Analysis/015 Filtering and Grouping Operations__en.srt 1.6 kB
01 - Python Fundamentals/33157890-if-elif-and-else.ipynb 1.6 kB
07 - Data Visualizations/018 Animation with Scatter Maps__en.srt 1.6 kB
04 - Python for Data Science/003 The datetime class__en.srt 1.5 kB
01 - Python Fundamentals/33157902-Break-and-continue.ipynb 1.5 kB
06 - Query Analysis/013 Introduction to Simple Filtering Operations__en.srt 1.5 kB
12 - Capstone Project 2_ Startups Case Study and Analysis/002 Setting up the Environment__en.srt 1.2 kB
04 - Python for Data Science/004 The timedelta class__en.srt 1.2 kB
03 - Python Functions Deep Dive/33157372-Introduction-to-functions.ipynb 1.1 kB
04 - Python for Data Science/33162426-1.Introduction-to-datetime.ipynb 985 Bytes
03 - Python Functions Deep Dive/33157472-lambda-functions.ipynb 866 Bytes
16 - Outro Section/002 How to Get Your Certificate of Completion.html 468 Bytes
0. Websites you may like/[CourseClub.ME].url 122 Bytes
03 - Python Functions Deep Dive/[CourseClub.Me].url 122 Bytes
09 - Hypothesis Testing/[CourseClub.Me].url 122 Bytes
14 - Capstone Project 4_ Global Cost of Living/[CourseClub.Me].url 122 Bytes
[CourseClub.Me].url 122 Bytes
0. Websites you may like/[GigaCourse.Com].url 49 Bytes
03 - Python Functions Deep Dive/[GigaCourse.Com].url 49 Bytes
09 - Hypothesis Testing/[GigaCourse.Com].url 49 Bytes
14 - Capstone Project 4_ Global Cost of Living/[GigaCourse.Com].url 49 Bytes
[GigaCourse.Com].url 49 Bytes

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