Advanced Data Analytics Training using Python

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Advanced Data Analytics Training using Python的二维码

文档列表

01 Python Fundamentals/006 Built in Data Types and Type Casting.mp4 144.3 MB
01 Python Fundamentals/002 Why should you learn Python_.mp4 135.3 MB
06 Statistics and Probability/024 Confidence Intervals.mp4 127.2 MB
02 Python Data Structures/023 Time Complexity.mp4 126.1 MB
02 Python Data Structures/027 Insertion and Selection Sort.mp4 126.0 MB
02 Python Data Structures/028 Merge Sort.mp4 120.9 MB
02 Python Data Structures/021 Exercise on Stacks and Queues.mp4 118.2 MB
02 Python Data Structures/025 Binary Search.mp4 114.8 MB
08 Data Cleaning/022 Data Cleaning on Naukri Dataset.mp4 111.4 MB
05 Data Exploration/007 Exploring the Dabl Library.mp4 106.8 MB
06 Statistics and Probability/008 Permutations and Combinations.mp4 101.6 MB
02 Python Data Structures/024 Linear Search.mp4 100.0 MB
01 Python Fundamentals/003 Installing Python and Jupyter Notebook.mp4 99.8 MB
01 Python Fundamentals/005 Naming Convention for variables.mp4 99.6 MB
03 Python Functions Deepdive/007 Exercises on Functions.mp4 97.0 MB
02 Python Data Structures/030 Exercise on Searching and Sorting.mp4 94.5 MB
06 Statistics and Probability/020 Sample Mean and Population Mean.mp4 90.4 MB
06 Statistics and Probability/009 Quiz Solution.mp4 90.0 MB
03 Python Functions Deepdive/038 Exercise on Classes and Objects.mp4 89.3 MB
03 Python Functions Deepdive/009 Exercises on Modules.mp4 88.8 MB
03 Python Functions Deepdive/024 Exercise on Aggregate Functions.mp4 87.7 MB
08 Data Cleaning/006 Imputing missing values in a real-time scenario.mp4 86.5 MB
05 Data Exploration/008 Exploring the Sweetviz Library.mp4 85.6 MB
06 Statistics and Probability/005 Conditional Probability.mp4 84.3 MB
03 Python Functions Deepdive/026 Exercise on Analytical Functions.mp4 83.8 MB
03 Python Functions Deepdive/012 Filter, Map, and Zip Functions.mp4 83.7 MB
08 Data Cleaning/003 When should we delete the missing values.mp4 83.5 MB
06 Statistics and Probability/012 Measures of Spread.mp4 82.8 MB
01 Python Fundamentals/013 Arithmetic and Assignment Operators.mp4 81.8 MB
13 Players Performance Analysis/005 Data Visualization.mp4 81.7 MB
01 Python Fundamentals/019 Exercise on Comparison, Logical, and Bitwise Operators.mp4 81.1 MB
04 Python for Data Science/024 Merging and Concatenating DataFrames.mp4 80.3 MB
02 Python Data Structures/015 Exercises on Dictionaries.mp4 79.9 MB
07 Hypothesis Testing/004 P-Value and Level of Significance.mp4 79.4 MB
06 Statistics and Probability/006 Set Theory.mp4 79.4 MB
02 Python Data Structures/026 Bubble Sort.mp4 79.3 MB
02 Python Data Structures/010 Introduction to Sets.mp4 79.1 MB
06 Statistics and Probability/004 Basic Probability.mp4 78.2 MB
01 Python Fundamentals/033 Exercise on Loops and Conditionals.mp4 78.1 MB
13 Players Performance Analysis/003 Data Cleaning.mp4 77.9 MB
04 Python for Data Science/008 Meta Characters for Regular Expressions.mp4 77.7 MB
08 Data Cleaning/004 Imputing missing values with the business logic.mp4 77.6 MB
01 Python Fundamentals/011 Exercise on Scope of Variables.mp4 77.5 MB
02 Python Data Structures/029 Quiz Solution.mp4 76.7 MB
06 Statistics and Probability/023 Maximum Likelihood Estimation.mp4 76.0 MB
01 Python Fundamentals/017 Exercise on Arithmetic and Assignment Operators.mp4 75.8 MB
06 Statistics and Probability/010 Types of Data.mp4 74.9 MB
06 Statistics and Probability/025 Quiz Solution.mp4 74.4 MB
09 Data Visualization/003 Multivariate Analysis.mp4 74.2 MB
01 Python Fundamentals/004 Understanding the Interface of Jupyter Notebook.mp4 73.7 MB
07 Hypothesis Testing/006 One Sampled T Test.mp4 72.8 MB
08 Data Cleaning/008 How outliers can be harmful for machine learning models.mp4 72.4 MB
04 Python for Data Science/023 Indexing, Selecting, and Filtering Data using Pandas.mp4 72.3 MB
05 Data Exploration/003 Data Profiling.mp4 71.8 MB
02 Python Data Structures/013 Exercise on Sets.mp4 71.7 MB
12 Movie Recommender Systems/016 Recommending Similar Genres and Movies.mp4 71.6 MB
03 Python Functions Deepdive/031 Exercise on Recursions.mp4 71.3 MB
06 Statistics and Probability/011 Measures of Central Tendency.mp4 71.1 MB
07 Hypothesis Testing/010 One Sampled Z Test.mp4 71.1 MB
02 Python Data Structures/007 Introduction to Dictionaries.mp4 70.1 MB
01 Python Fundamentals/007 Scope of Variables.mp4 69.8 MB
06 Statistics and Probability/022 Bias and Variance.mp4 69.5 MB
04 Python for Data Science/006 Exercise on Date and Time.mp4 69.1 MB
01 Python Fundamentals/029 If, elif, and else.mp4 69.1 MB
04 Python for Data Science/021 Reading Datasets using Pandas.mp4 68.9 MB
01 Python Fundamentals/021 Exercise on Identity and Membership Operators.mp4 68.4 MB
04 Python for Data Science/031 Exercise on Apply Functions.mp4 68.2 MB
03 Python Functions Deepdive/017 Exercise on Filter, Map, and Zip Functions.mp4 68.1 MB
04 Python for Data Science/019 Exercise on Built-in Functions in Numpy.mp4 67.5 MB
08 Data Cleaning/001 Causes and Impact of Missing Values.mp4 67.4 MB
06 Statistics and Probability/014 Quiz Solution.mp4 67.3 MB
02 Python Data Structures/005 Exercises on Lists.mp4 66.9 MB
08 Data Cleaning/009 Finding out outliers from the data.mp4 66.3 MB
03 Python Functions Deepdive/015 Exercise on Lambda Functions.mp4 66.0 MB
03 Python Functions Deepdive/029 Solving the Fibonacci Problem using Recursion.mp4 65.7 MB
01 Python Fundamentals/014 Comparison, Logical, and Bitwise Operators.mp4 65.4 MB
03 Python Functions Deepdive/035 Encapsulation.mp4 65.2 MB
02 Python Data Structures/032 Exercise on Time Complexity.mp4 65.1 MB
04 Python for Data Science/013 Exercise on Regular Expressions.mp4 65.1 MB
08 Data Cleaning/002 Types of Missing Values.mp4 64.7 MB
06 Statistics and Probability/003 Applications of Probability in Real Life.mp4 64.7 MB
03 Python Functions Deepdive/019 Exercise on Comprehensions.mp4 64.2 MB
08 Data Cleaning/011 Deleting and Capping the outliers.mp4 63.7 MB
01 Python Fundamentals/001 Introduction.mp4 63.7 MB
12 Movie Recommender Systems/013 Comparing Critically acclaimed Actors.mp4 63.5 MB
02 Python Data Structures/009 Nested Dictionaries.mp4 63.4 MB
06 Statistics and Probability/019 Quiz Solution.mp4 62.5 MB
06 Statistics and Probability/007 Bayes' Theorem.mp4 61.5 MB
02 Python Data Structures/011 Set Operations.mp4 61.5 MB
04 Python for Data Science/018 Quiz Solution.mp4 60.4 MB
09 Data Visualization/001 Univariate Analysis.mp4 59.8 MB
06 Statistics and Probability/021 Central Limit Theorem.mp4 59.8 MB
04 Python for Data Science/011 Sets for Regular Expressions.mp4 58.9 MB
08 Data Cleaning/013 Quiz Solution.mp4 58.8 MB
08 Data Cleaning/005 Imputing missing values with Mean_Median_Mode.mp4 58.7 MB
05 Data Exploration/011 Quiz Solution.mp4 58.6 MB
04 Python for Data Science/029 Exercise on Indexing and Selecting.mp4 58.1 MB
03 Python Functions Deepdive/028 Solving the Factorial Problem using Recursion.mp4 58.0 MB
07 Hypothesis Testing/002 Null Hypothesis and Alternate Hypothesis.mp4 58.0 MB
06 Statistics and Probability/016 Introduction to Normal Distribution.mp4 57.7 MB
05 Data Exploration/002 Course curriculum walkthrough.mp4 57.5 MB
02 Python Data Structures/016 Solution on Dictionaries.mp4 57.5 MB
04 Python for Data Science/026 Quiz Solution.mp4 57.3 MB
03 Python Functions Deepdive/013 List, set, and Dictionary Comprehensions.mp4 57.2 MB
10 Query Analysis/011 Quiz Solution.mp4 57.2 MB
03 Python Functions Deepdive/002 Default Parameters in Functions.mp4 56.7 MB
01 Python Fundamentals/009 Exercise on Variables and Data Types.mp4 56.5 MB
09 Data Visualization/025 Quiz Solution.mp4 56.5 MB
03 Python Functions Deepdive/011 Lambda Functions.mp4 55.7 MB
01 Python Fundamentals/026 Quiz Solution.mp4 55.6 MB
01 Python Fundamentals/030 For and While.mp4 55.6 MB
13 Players Performance Analysis/001 Understanding the problem statement.mp4 55.6 MB
01 Python Fundamentals/027 Exercise on Strings.mp4 55.5 MB
11 Startups Case Study and Analysis/003 Data Cleaning.mp4 55.5 MB
02 Python Data Structures/022 Solution on Stacks and Queues.mp4 55.5 MB
07 Hypothesis Testing/005 Quiz Solution.mp4 55.2 MB
07 Hypothesis Testing/001 What is Hypothesis Testing.mp4 54.9 MB
12 Movie Recommender Systems/004 Missing Values Imputation.mp4 54.4 MB
13 Players Performance Analysis/006 Query Analysis.mp4 54.3 MB
10 Query Analysis/001 Aggregate functions used for Grouping.mp4 54.2 MB
12 Movie Recommender Systems/006 Manipulating the Duration and Language Column.mp4 53.9 MB
05 Data Exploration/004 Analyzing Target Data.mp4 53.7 MB
04 Python for Data Science/015 Array Creation using Numpy.mp4 53.4 MB
08 Data Cleaning/012 Dealing with outliers in a real-world scenario.mp4 53.3 MB
04 Python for Data Science/027 Exercise on Pandas Plotting.mp4 53.2 MB
02 Python Data Structures/033 Solution on Time Complexity.mp4 53.2 MB
08 Data Cleaning/010 Using Winsorization to deal with outliers.mp4 53.0 MB
11 Startups Case Study and Analysis/001 Understanding the Problem Statement.mp4 52.7 MB
12 Movie Recommender Systems/005 Top 10 Profitable Movies.mp4 52.5 MB
01 Python Fundamentals/023 String Formatting.mp4 52.5 MB
01 Python Fundamentals/034 Solution on Loops and Conditionals.mp4 52.3 MB
12 Movie Recommender Systems/007 Extracting the Movie Genres.mp4 52.2 MB
14 Outro Section/001 Conclusion.mp4 51.6 MB
08 Data Cleaning/007 Quiz Solution.mp4 51.5 MB
01 Python Fundamentals/032 Quiz Solution.mp4 51.4 MB
02 Python Data Structures/031 Solution on Searching and Sorting.mp4 51.4 MB
09 Data Visualization/015 Quiz Solution.mp4 51.2 MB
02 Python Data Structures/017 Introduction to Stacks and Queues.mp4 51.1 MB
02 Python Data Structures/001 Differences between Lists and Tuples.mp4 51.0 MB
12 Movie Recommender Systems/002 Taking a Deep Dive into the Dataset.mp4 50.9 MB
09 Data Visualization/007 Bar, Line, and Area Charts.mp4 50.9 MB
07 Hypothesis Testing/011 Two Sampled Z Test.mp4 50.7 MB
05 Data Exploration/005 Quiz Solution.mp4 50.4 MB
03 Python Functions Deepdive/010 Solution on Modules.mp4 50.2 MB
09 Data Visualization/016 Animation with Bubbleplot.mp4 50.1 MB
03 Python Functions Deepdive/006 Quiz Solution.mp4 50.0 MB
13 Players Performance Analysis/004 Feature Engineering.mp4 50.0 MB
06 Statistics and Probability/018 Using QQ Plots to check Normal Distribution.mp4 49.8 MB
12 Movie Recommender Systems/012 Association between IMDB Rating and Duration.mp4 49.6 MB
09 Data Visualization/004 Quiz Solution.mp4 49.4 MB
12 Movie Recommender Systems/015 Recommending Movies based on Languages and Actors.mp4 49.0 MB
01 Python Fundamentals/008 Quiz Solution.mp4 48.8 MB
03 Python Functions Deepdive/036 Polymorphism.mp4 48.6 MB
12 Movie Recommender Systems/011 Gross Comparison of Long and Short Movies.mp4 48.4 MB
10 Query Analysis/017 Quiz Solution.mp4 48.3 MB
03 Python Functions Deepdive/020 Solution on Comprehensions.mp4 47.7 MB
12 Movie Recommender Systems/001 Setting up the Environment.mp4 47.6 MB
09 Data Visualization/005 Scatter Plots.mp4 47.3 MB
09 Data Visualization/002 Bivariate Analysis.mp4 47.2 MB
08 Data Cleaning/014 Introduction to reindex, set_index, reset_index, and sort_index Functions.mp4 46.9 MB
07 Hypothesis Testing/009 Quiz Solution.mp4 46.6 MB
02 Python Data Structures/002 Operations on Lists.mp4 46.6 MB
07 Hypothesis Testing/013 One Sampled ANOVA Test.mp4 46.5 MB
04 Python for Data Science/005 Quiz Solution.mp4 46.2 MB
07 Hypothesis Testing/008 Paired Sampled T Test.mp4 46.2 MB
05 Data Exploration/009 Using Color Gradients for better analysis.mp4 46.0 MB
01 Python Fundamentals/024 String Methods.mp4 45.2 MB
03 Python Functions Deepdive/005 Python Modules.mp4 44.7 MB
01 Python Fundamentals/028 Solution on Strings.mp4 44.7 MB
05 Data Exploration/001 Why EDA and how it is useful.mp4 44.3 MB
12 Movie Recommender Systems/010 Loss and Profit Analysis on English and Foreign Movies.mp4 44.3 MB
08 Data Cleaning/021 Data Cleaning on Melbourne Housing Dataset.mp4 44.2 MB
07 Hypothesis Testing/012 Quiz Solution.mp4 44.1 MB
03 Python Functions Deepdive/025 Solution on Aggregate Functions.mp4 44.1 MB
03 Python Functions Deepdive/027 Solution on Analytical Functions.mp4 44.1 MB
02 Python Data Structures/019 Implementing Stacks and Queues using Deque.mp4 43.6 MB
01 Python Fundamentals/018 Solution on Arithmetic and Assignment Operators.mp4 43.5 MB
08 Data Cleaning/018 Introduction to Melt, Explode, and Squeeze Functions.mp4 43.5 MB
06 Statistics and Probability/013 Measures of Dependence.mp4 43.4 MB
02 Python Data Structures/014 Solution on Sets.mp4 43.2 MB
01 Python Fundamentals/025 User Input.mp4 43.1 MB
06 Statistics and Probability/017 Concept of Skewness.mp4 43.1 MB
02 Python Data Structures/006 Solution on Lists.mp4 42.9 MB
04 Python for Data Science/010 Special Characters for Regular Expressions.mp4 42.9 MB
01 Python Fundamentals/031 Break and Continue.mp4 42.7 MB
03 Python Functions Deepdive/037 Quiz Solution.mp4 42.4 MB
07 Hypothesis Testing/007 Two Sampled T Test.mp4 42.2 MB
03 Python Functions Deepdive/014 Quiz Solution.mp4 42.2 MB
03 Python Functions Deepdive/001 Introduction to Functions.mp4 42.1 MB
04 Python for Data Science/030 Solution on Indexing and Selecting.mp4 42.0 MB
05 Data Exploration/010 Best Practices for Data Exploration.mp4 42.0 MB
04 Python for Data Science/017 Built-in Functions in Numpy.mp4 41.9 MB
03 Python Functions Deepdive/018 Solution on Filter, Map, and Zip Functions.mp4 41.8 MB
03 Python Functions Deepdive/008 Solution on Functions.mp4 41.8 MB
09 Data Visualization/032 Network Charts.mp4 41.7 MB
03 Python Functions Deepdive/033 Introduction to Classes and Objects.mp4 41.4 MB
02 Python Data Structures/020 Quiz Solution.mp4 41.4 MB
07 Hypothesis Testing/015 Quiz Solution.mp4 41.4 MB
04 Python for Data Science/007 Solution on Date and Time.mp4 41.3 MB
01 Python Fundamentals/020 Solution on Comparison, Logical, and Bitwise Operators.mp4 41.3 MB
01 Python Fundamentals/015 Identity and Membership Operators.mp4 41.1 MB
07 Hypothesis Testing/016 Goodness of Fit Test.mp4 41.1 MB
09 Data Visualization/028 Funnel Charts.mp4 41.0 MB
04 Python for Data Science/028 Solution on Pandas Plotting.mp4 41.0 MB
13 Players Performance Analysis/007 Major Learnings from the project.mp4 40.8 MB
07 Hypothesis Testing/018 Quiz Solution.mp4 40.7 MB
07 Hypothesis Testing/014 Two Sampled ANOVA Test.mp4 40.7 MB
09 Data Visualization/021 Introduction to Ipywidgets.mp4 40.4 MB
04 Python for Data Science/032 Solution on Apply Functions.mp4 40.4 MB
10 Query Analysis/008 Performing Cross Tabulation.mp4 40.4 MB
09 Data Visualization/033 Quiz Solution.mp4 40.4 MB
12 Movie Recommender Systems/009 Analyzing Which Genre is Most Bankable_.mp4 40.3 MB
10 Query Analysis/012 When to perform Filtering Operations.mp4 40.3 MB
09 Data Visualization/009 Statistical Charts.mp4 40.2 MB
02 Python Data Structures/012 Quiz Solution.mp4 40.1 MB
08 Data Cleaning/019 Data Cleaning on Big Mart Dataset.mp4 40.1 MB
03 Python Functions Deepdive/023 Quiz Solution.mp4 40.1 MB
03 Python Functions Deepdive/030 Quiz Solution.mp4 39.9 MB
05 Data Exploration/006 Summarizing data.mp4 39.9 MB
09 Data Visualization/008 Facet Grids.mp4 39.8 MB
08 Data Cleaning/016 Introduction to Split and Strip Function.mp4 39.7 MB
04 Python for Data Science/009 Built-in Functions for Regular Expressions.mp4 39.4 MB
04 Python for Data Science/001 Introduction to datetime.mp4 39.4 MB
02 Python Data Structures/008 Operations on Dictionaries.mp4 39.3 MB
04 Python for Data Science/020 Solution on Built-in Functions in Numpy.mp4 39.2 MB
08 Data Cleaning/020 Data Cleaning on Movie Dataset.mp4 39.1 MB
04 Python for Data Science/025 Lambda, Map, and Apply Functions.mp4 39.0 MB
02 Python Data Structures/004 Quiz Solution.mp4 38.9 MB
03 Python Functions Deepdive/032 Solution on Recursions.mp4 38.5 MB
03 Python Functions Deepdive/039 Solution on Classes and Objects.mp4 38.4 MB
02 Python Data Structures/018 Implementing Stacks and Queues using Lists.mp4 38.3 MB
04 Python for Data Science/016 Mathematical Operations using Numpy.mp4 38.2 MB
06 Statistics and Probability/015 Continuous vs Discrete Distributions.mp4 38.2 MB
03 Python Functions Deepdive/004 Keyword Arguments.mp4 38.1 MB
04 Python for Data Science/022 Plotting Data in Pandas.mp4 37.5 MB
10 Query Analysis/010 Interactive Grouping Operations.mp4 37.4 MB
10 Query Analysis/014 Advanced Filtering Operations.mp4 37.4 MB
06 Statistics and Probability/001 Why you should learn Statistics and Probability.mp4 36.8 MB
03 Python Functions Deepdive/016 Solution on Lambda Functions.mp4 36.8 MB
09 Data Visualization/011 Subplots.mp4 36.5 MB
01 Python Fundamentals/010 Solution on Variables and Data Types.mp4 36.5 MB
03 Python Functions Deepdive/022 Introduction to Analytical Functions.mp4 36.3 MB
09 Data Visualization/020 Quiz Solution.mp4 36.3 MB
01 Python Fundamentals/022 Solution on Identity and Membership Operators.mp4 36.2 MB
13 Players Performance Analysis/002 Setting up the Environment.mp4 35.9 MB
01 Python Fundamentals/016 Quiz Solution.mp4 35.8 MB
07 Hypothesis Testing/003 Types of Error.mp4 35.5 MB
09 Data Visualization/023 Interactive Bivariate Analysis.mp4 35.5 MB
01 Python Fundamentals/012 Solution on Scope of Variables.mp4 35.4 MB
04 Python for Data Science/014 Solution on Regular Expressions.mp4 35.4 MB
04 Python for Data Science/002 The date and time class.mp4 35.2 MB
12 Movie Recommender Systems/014 Top Movies based on Gross, and IMDB.mp4 35.1 MB
12 Movie Recommender Systems/017 Key Takeaways from this Project.mp4 35.0 MB
09 Data Visualization/026 Sunburst Charts.mp4 34.7 MB
08 Data Cleaning/015 Introduction to Replace and Drop level Function.mp4 34.6 MB
04 Python for Data Science/012 Quiz Solution.mp4 34.4 MB
12 Movie Recommender Systems/008 Top 10 Most Popular Movies on Social Media.mp4 34.2 MB
11 Startups Case Study and Analysis/005 Querying the data using Visualizations Part - 2.mp4 34.2 MB
11 Startups Case Study and Analysis/004 Querying the data using Visualizations Part - 1.mp4 34.1 MB
03 Python Functions Deepdive/034 Inheritance.mp4 34.1 MB
03 Python Functions Deepdive/003 Positional Arguments.mp4 33.6 MB
07 Hypothesis Testing/017 Test of Independence.mp4 33.4 MB
09 Data Visualization/006 Charts with Colorscale.mp4 33.3 MB
11 Startups Case Study and Analysis/006 Major learning from the Project.mp4 32.4 MB
03 Python Functions Deepdive/021 Introduction to Aggregate Functions.mp4 32.2 MB
09 Data Visualization/014 Maps.mp4 32.2 MB
12 Movie Recommender Systems/003 Understanding the Problem Statement.mp4 32.2 MB
10 Query Analysis/006 Using Pivot Tables for Grouping Operations.mp4 32.1 MB
09 Data Visualization/019 Animation with Choropleth Maps.mp4 32.1 MB
09 Data Visualization/022 Interactive Univariate Analysis.mp4 31.3 MB
06 Statistics and Probability/002 Walking through the course Content.mp4 30.9 MB
09 Data Visualization/010 Polar Charts.mp4 30.8 MB
09 Data Visualization/013 Waffle Charts.mp4 30.8 MB
09 Data Visualization/024 Interactive Multivariate Analysis.mp4 30.6 MB
10 Query Analysis/005 Visualizing the Groupby Operations.mp4 30.1 MB
02 Python Data Structures/003 Operations on Tuples.mp4 28.8 MB
10 Query Analysis/002 Using Groupby for Grouping Operations.mp4 28.5 MB
09 Data Visualization/017 Animation with Facets.mp4 28.0 MB
10 Query Analysis/003 Groupby with Idxmax and Idxmin functions.mp4 27.2 MB
08 Data Cleaning/017 Introduction to Stack, and Unstack Functions.mp4 26.6 MB
09 Data Visualization/029 Gantt Charts.mp4 26.3 MB
09 Data Visualization/012 3D Charts.mp4 25.7 MB
10 Query Analysis/007 Difference between Groupby and Pivot tables.mp4 25.6 MB
10 Query Analysis/004 Using Color scales for better visualization.mp4 24.6 MB
09 Data Visualization/027 Parallel Co-ordinate Charts.mp4 24.1 MB
10 Query Analysis/009 Visualizing Cross tabulated Data.mp4 23.9 MB
09 Data Visualization/018 Animation with Scatter Maps.mp4 23.7 MB
04 Python for Data Science/003 The datetime class.mp4 23.6 MB
10 Query Analysis/013 Introduction to Simple Filtering Operations.mp4 23.1 MB
10 Query Analysis/015 Filtering and Grouping Operations.mp4 22.8 MB
09 Data Visualization/031 Tree Maps.mp4 22.5 MB
11 Startups Case Study and Analysis/002 Setting up the Environment.mp4 22.3 MB
10 Query Analysis/016 Interactive Filtering Operations.mp4 21.8 MB
09 Data Visualization/030 Ternary Charts.mp4 21.3 MB
04 Python for Data Science/004 The timedelta class.mp4 20.4 MB
13 Players Performance Analysis/Player Performance Reviewer - Full Material/data-1.csv 9.1 MB
09 Data Visualization/221 03.+Line,+Area+and,+Bar+Charts.ipynb 4.4 MB
09 Data Visualization/2. Animation with Facets.ipynb 4.3 MB
09 Data Visualization/1. Animation with Bubbleplot.ipynb 3.7 MB
09 Data Visualization/223 05.+Statistical+Charts.ipynb 3.7 MB
09 Data Visualization/3. Animation with Scatter Maps.ipynb 3.7 MB
09 Data Visualization/228 10.+Maps.ipynb 3.7 MB
09 Data Visualization/4. Animation with Choropleth Maps.ipynb 3.6 MB
09 Data Visualization/219 01.+Scatter+plots.ipynb 3.6 MB
09 Data Visualization/222 04.+Facet+Grids.ipynb 3.6 MB
09 Data Visualization/224 06.+Polar+Charts.ipynb 3.6 MB
09 Data Visualization/220 02.+Charts+with+Colormaps.ipynb 3.5 MB
09 Data Visualization/1. Sunburst Charts.ipynb 3.5 MB
09 Data Visualization/6. Treemaps.ipynb 3.5 MB
09 Data Visualization/5. Ternary Charts.ipynb 3.5 MB
09 Data Visualization/225 07.+Subplots.ipynb 3.5 MB
09 Data Visualization/4. Gantt Charts.ipynb 3.5 MB
09 Data Visualization/3. Funnel Charts.ipynb 3.5 MB
09 Data Visualization/2. Parallel Co-ordinate Charts.ipynb 3.5 MB
07 Hypothesis Testing/Hypothesis Testing/Hypothesis Testing.pptx 2.4 MB
05 Data Exploration/1. Introduction/Data Profiling.ipynb 2.1 MB
01 Python Fundamentals/002 Why+should+we+learn+Python.pptx 1.9 MB
02 Python Data Structures/051 Introduction+to+Stacks+and+Queues.pptx 1.6 MB
12 Movie Recommender Systems/movie_metadata.csv 1.5 MB
02 Python Data Structures/057 Time+Complexity.pptx 1.2 MB
05 Data Exploration/1. Introduction/Data Exploration.pptx 1.2 MB
04 Python for Data Science/130 Merging.pptx 1.0 MB
11 Startups Case Study and Analysis/EDA on Finance Data/Analyzing the Growth of Indian Startups.ipynb 1.0 MB
09 Data Visualization/7. Network Charts.ipynb 875.6 kB
01 Python Fundamentals/007 Scope+of+Variables.pptx 860.1 kB
01 Python Fundamentals/006 Built+in+Data+Types+and+Type+Casting.pptx 830.9 kB
07 Hypothesis Testing/Hypothesis Testing/06. Inferential Statistics.ipynb 784.2 kB
07 Hypothesis Testing/Hypothesis Testing/.ipynb_checkpoints/06. Inferential Statistics-checkpoint.ipynb 784.0 kB
03 Python Functions Deepdive/095 Solving+the+Factorial+Problem+using+Recursion.pptx 747.4 kB
03 Python Functions Deepdive/102 Encapsulation.pptx 743.2 kB
03 Python Functions Deepdive/096 Solving+the+Fibonacci+Problem+using+Recursion.pptx 737.6 kB
01 Python Fundamentals/005 Naming+Convention+for+variables.pptx 614.8 kB
02 Python Data Structures/061 Insertion+and+Selection+Sort.pptx 611.7 kB
02 Python Data Structures/060 Bubble+Sort.pptx 600.0 kB
02 Python Data Structures/059 Binary+Search.pptx 599.2 kB
02 Python Data Structures/058 Linear+Search.pptx 597.2 kB
02 Python Data Structures/062 Merge+Sort.pptx 596.3 kB
03 Python Functions Deepdive/068 Introduction+to+Functions.pptx 592.2 kB
03 Python Functions Deepdive/079 Filter,+Map,+and+Zip+Functions.pptx 591.3 kB
03 Python Functions Deepdive/078 Lambda+Functions.pptx 588.2 kB
03 Python Functions Deepdive/069 Default+Parameters+in+Functions.pptx 585.0 kB
03 Python Functions Deepdive/080 List,+set,+and+Dictionary+Comprehensions.pptx 583.6 kB
12 Movie Recommender Systems/Final Solution.ipynb 528.5 kB
07 Hypothesis Testing/Hypothesis Testing/train.csv 460.7 kB
11 Startups Case Study and Analysis/EDA on Finance Data/startup_funding.csv 425.8 kB
07 Hypothesis Testing/Hypothesis Testing/08. Hypothesis Testing.ipynb 312.1 kB
07 Hypothesis Testing/Hypothesis Testing/.ipynb_checkpoints/08. Hypothesis Testing-checkpoint.ipynb 312.0 kB
12 Movie Recommender Systems/Movie Recommendation and Analysis.pptx 289.4 kB
04 Python for Data Science/131 employee.csv 228.0 kB
10 Query Analysis/Filtering Operations/employee.csv 228.0 kB
10 Query Analysis/Grouping Operations/employee.csv 228.0 kB
05 Data Exploration/2. Examining/Exploring Dabl library.ipynb 209.4 kB
07 Hypothesis Testing/Hypothesis Testing/Z-test.ipynb 175.4 kB
07 Hypothesis Testing/Hypothesis Testing/2. Z Test.ipynb 175.2 kB
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12 Movie Recommender Systems/Homework-Solution.ipynb 98.4 kB
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