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2.77 GB | 8min 58s | mp4 | 1280X720 | 16:9
Genre: eLearning | Language : English

Files Included :
FileName :1 Course Overview.mp4 | Size: (3.97 MB)
FileName :01 Module Overview.mp4 | Size: (2.13 MB)
FileName :02 Prerequisites and Course Outline.mp4 | Size: (1.81 MB)
FileName :03 Python for Data Analytics.mp4 | Size: (8.63 MB)
FileName :04 Python Development Environments.mp4 | Size: (7.03 MB)
FileName :05 Python Packages.mp4 | Size: (6.37 MB)
FileName :06 Demo - Windows - Installing Python and Using Pip to Install Packages.mp4 | Size: (8.27 MB)
FileName :07 Demo - MacOS - Using Brew to Install Python 3.mp4 | Size: (9.3 MB)
FileName :08 Demo - MacOS - Using Pip to Install Packages.mp4 | Size: (7.68 MB)
FileName :09 Demo - Installing and Working with Virtual Environments.mp4 | Size: (7.27 MB)
FileName :10 Demo - Editing a Python Script Using Nano and Vim.mp4 | Size: (5.4 MB)
FileName :11 Demo - Editing a Python Script Using SublimeText.mp4 | Size: (6.71 MB)
FileName :12 Demo - Using Online Editors to Write Python Code.mp4 | Size: (7.02 MB)
FileName :13 Module Summary.mp4 | Size: (2.34 MB)
FileName :01 Module Overview.mp4 | Size: (2.08 MB)
FileName :02 Introducing Jupyter Notebooks.mp4 | Size: (5.12 MB)
FileName :03 Demo - Windows Installing Anaconda and Running Jupyter Notebooks.mp4 | Size: (6.71 MB)
FileName :04 Demo - Mac OS Installing Anaconda and Running Jupyter Notebooks.mp4 | Size: (13.24 MB)
FileName :05 Demo - Installing the Python 2 Kernel along with Python 3.mp4 | Size: (8.53 MB)
FileName :06 Demo - Executing Code in Jupyter.mp4 | Size: (6.6 MB)
FileName :07 Demo - Restarting and Switching Kernels.mp4 | Size: (9.62 MB)
FileName :08 Demo - Exploring Magic Commands.mp4 | Size: (9.75 MB)
FileName :09 Demo - Line Magic and Cell Magic Commands.mp4 | Size: (8.13 MB)
FileName :10 Demo - Exploring Interactive Widgets.mp4 | Size: (8.76 MB)
FileName :11 Demo - Wrangling and Visualizing Data.mp4 | Size: (10.37 MB)
FileName :12 Module Summary.mp4 | Size: (2.2 MB)
FileName :01 Module Overview.mp4 | Size: (2.65 MB)
FileName :02 Exploring Popular IDEs for Python.mp4 | Size: (3.73 MB)
FileName :03 Demo - Installing and Setting up IDLE.mp4 | Size: (11.24 MB)
FileName :04 Demo - Running and Debugging Code with IDLE.mp4 | Size: (15.68 MB)
FileName :05 Demo - Installing Eclipse and Setting up the PyDev Plugin.mp4 | Size: (13.34 MB)
FileName :06 Demo - Running and Debugging Code with Eclipse.mp4 | Size: (18.37 MB)
FileName :07 Demo - Installing and Setting up PyCharm.mp4 | Size: (11.39 MB)
FileName :08 Demo - Running and Debugging Code with PyCharm.mp4 | Size: (18.44 MB)
FileName :09 Demo - Working with Spyder.mp4 | Size: (18.3 MB)
FileName :10 Module Summary.mp4 | Size: (2.03 MB)
FileName :1 Module Overview.mp4 | Size: (2.41 MB)
FileName :2 Jupyter on the Cloud.mp4 | Size: (5.61 MB)
FileName :3 Demo - Getting Started with Azure Notebooks.mp4 | Size: (9.26 MB)
FileName :4 Demo - Analyzing and Visualizing Data on Azure Notebooks.mp4 | Size: (17.9 MB)
FileName :5 Demo - Setting up and Connecting to Cloud Datalab on the GCP.mp4 | Size: (14.51 MB)
FileName :6 Demo - Building a Simple Regression Model on Datalab.mp4 | Size: (11.84 MB)
FileName :7 Demo - Setting up a SageMaker Notebook Instance on AWS.mp4 | Size: (10.97 MB)
FileName :8 Demo - Executing Code to Integrate with S3 Buckets.mp4 | Size: (11.99 MB)
FileName :9 Summary and Further Study.mp4 | Size: (2.5 MB)
FileName :exercise.7z | Size: (1.24 MB)
FileName :1 Course Overview.mp4 | Size: (3.31 MB)
FileName :01 Module Overview.mp4 | Size: (1.79 MB)
FileName :02 Prerequisites and Course Outline.mp4 | Size: (1.65 MB)
FileName :03 Python for Data Analysts.mp4 | Size: (4.5 MB)
FileName :04 Essential Analytical Building Blocks.mp4 | Size: (7.42 MB)
FileName :05 Demo - Installing Anaconda Python on MacOS.mp4 | Size: (9.09 MB)
FileName :06 Demo - Installing Anaconda Python on Windows.mp4 | Size: (8.91 MB)
FileName :07 Demo - Simple Expressions.mp4 | Size: (11 MB)
FileName :08 Demo - Logical Operations.mp4 | Size: (8.47 MB)
FileName :09 Demo - Variables.mp4 | Size: (9.89 MB)
FileName :10 Demo - Basic Types and Type Conversions.mp4 | Size: (7.52 MB)
FileName :11 Demo - Simple Strings and Multi-line Strings.mp4 | Size: (6.51 MB)
FileName :12 Module Summary.mp4 | Size: (1.8 MB)
FileName :1 Module Overview.mp4 | Size: (2.03 MB)
FileName :2 Demo - Introducing Built-in Functions.mp4 | Size: (11.45 MB)
FileName :3 Demo - String Functions, Return Values, and Nested Function Invocations.mp4 | Size: (10.92 MB)
FileName :4 Demo - Introducing Lists.mp4 | Size: (8.94 MB)
FileName :5 Demo - List Slicing Operations and List Functions.mp4 | Size: (7.78 MB)
FileName :6 Demo - Concatenating and Copying Lists.mp4 | Size: (4.44 MB)
FileName :7 Demo - Introducing Tuples.mp4 | Size: (7.36 MB)
FileName :8 Demo - Introducing Dictionaries.mp4 | Size: (10.24 MB)
FileName :9 Module Summary.mp4 | Size: (2.01 MB)
FileName :01 Module Overview.mp4 | Size: (2.07 MB)
FileName :02 Transactional and Analytical Processing.mp4 | Size: (8.03 MB)
FileName :03 Demo - If Statements for Conditional Branching.mp4 | Size: (7.95 MB)
FileName :04 Demo - If Else Statements.mp4 | Size: (12 MB)
FileName :05 Demo - Using if with Lists and Dictionary Elements.mp4 | Size: (5.29 MB)
FileName :06 Demo - If-elif for Multiple Conditional Checks.mp4 | Size: (6.35 MB)
FileName :07 Demo - Iterating over List Elements Using a For Loop.mp4 | Size: (8.11 MB)
FileName :08 Demo - Using For Loops with the Range Function.mp4 | Size: (5.24 MB)
FileName :09 Demo - Iterating over Dictionary Elements Using a For Loop.mp4 | Size: (3.94 MB)
FileName :10 Demo - Conditional Looping Using While Loops.mp4 | Size: (14.14 MB)
FileName :11 Demo - Break.mp4 | Size: (7.56 MB)
FileName :12 Demo - Continue and Pass.mp4 | Size: (7.29 MB)
FileName :13 Module Summary.mp4 | Size: (1.89 MB)
FileName :01 Module Overview.mp4 | Size: (2.21 MB)
FileName :02 Demo - Defining and Invoking Custom Functions.mp4 | Size: (12.81 MB)
FileName :03 Demo - Passing Input Arguments to Functions.mp4 | Size: (5.47 MB)
FileName :04 Demo - Returning Values from Functions.mp4 | Size: (9.76 MB)
FileName :05 Demo - Reassignment of Variables within Functions.mp4 | Size: (13.05 MB)
FileName :06 Demo - Modification of Complex Types within Functions.mp4 | Size: (6.78 MB)
FileName :07 Demo - Invoking Functions with Keyword Arguments.mp4 | Size: (10.57 MB)
FileName :08 Demo - Assigning Default Values for Input Arguments.mp4 | Size: (5.5 MB)
FileName :09 Demo - First Class Functions.mp4 | Size: (12.12 MB)
FileName :10 Module Summary.mp4 | Size: (1.99 MB)
FileName :1 Module Overview.mp4 | Size: (1.91 MB)
FileName :2 Demo - Working with the Math Module.mp4 | Size: (5.22 MB)
FileName :3 Demo - Introducing NumPy.mp4 | Size: (7.92 MB)
FileName :4 Demo - Introducing Pandas.mp4 | Size: (4.48 MB)
FileName :5 Demo - Working with the Command Line Processes and Environment Variables.mp4 | Size: (16.28 MB)
FileName :6 Demo - Reading the Contents of a File.mp4 | Size: (8.78 MB)
FileName :7 Demo - Overwriting and Appending Content to a File.mp4 | Size: (9.98 MB)
FileName :8 Demo - Working with CSV and JSON Files.mp4 | Size: (8.35 MB)
FileName :9 Module Summary.mp4 | Size: (2.48 MB)
FileName :exercise.7z | Size: (813.75 KB)
FileName :1 Course Overview.mp4 | Size: (4.3 MB)
FileName :1 Programming Python Using an IDE! But Why And Which One.mp4 | Size: (18.67 MB)
FileName :2 Code Editors vs Integrated Development Environments.mp4 | Size: (3.36 MB)
FileName :3 Overview of Available Code Editors for Python.mp4 | Size: (28.95 MB)
FileName :4 Configuring Python Features for Specific Code Editors.mp4 | Size: (29.73 MB)
FileName :5 Takeaway.mp4 | Size: (2.7 MB)
FileName :1 Improving Your Productivity Programming in Python with an IDE.mp4 | Size: (21.35 MB)
FileName :2 Customizing IDEs.mp4 | Size: (22.75 MB)
FileName :3 Features That Improve Productivity Coding with an IDE.mp4 | Size: (19.65 MB)
FileName :4 Organizing, Navigating, Refactoring, and Styling Code.mp4 | Size: (31.56 MB)
FileName :5 Running and Debugging Python Code with an IDE.mp4 | Size: (26.3 MB)
FileName :6 Integrating with Version Control Using an IDE.mp4 | Size: (25.84 MB)
FileName :7 Working with Databases in Python Using an IDE.mp4 | Size: (7.93 MB)
FileName :8 Unit Testing with an IDE.mp4 | Size: (7.59 MB)
FileName :9 Takeaway.mp4 | Size: (3.76 MB)
FileName :1 Leveraging a Python IDE for Data Science.mp4 | Size: (4.24 MB)
FileName :2 Leveraging Data Science and Scientific Tools in PyCharm.mp4 | Size: (5.38 MB)
FileName :3 Working with an IDE Built for Scientific Python - Spyder.mp4 | Size: (4.86 MB)
FileName :4 Using Jupyter Notebook for Data Science.mp4 | Size: (8.06 MB)
FileName :5 Using Apache Zeppelin for Data Science.mp4 | Size: (4.84 MB)
FileName :6 Cloudera Data Science Workbench for Data Science at Scale.mp4 | Size: (10.29 MB)
FileName :7 Takeaway.mp4 | Size: (1.68 MB)
FileName :1 Final Takeaway.mp4 | Size: (3.04 MB)
FileName :exercise.7z | Size: (8.8 MB)
FileName :1 Course Overview.mp4 | Size: (4.55 MB)
FileName :01 Module Overview.mp4 | Size: (2.18 MB)
FileName :02 Prerequisites and Course Outline.mp4 | Size: (1.98 MB)
FileName :03 Introducing Jupyter Notebooks.mp4 | Size: (8.89 MB)
FileName :04 Demo - Windows - Installing Anaconda and Jupyter Notebooks.mp4 | Size: (11.95 MB)
FileName :05 Demo - Windows - Installing Jupyter Notebooks Using Pip.mp4 | Size: (10.76 MB)
FileName :06 Demo - MacOS - Installing Anaconda and Jupyter Notebooks.mp4 | Size: (14.8 MB)
FileName :08 Demo - Running Jupyter Notebooks and Jupyter Lab in Docker Containers.mp4 | Size: (9.73 MB)
FileName :09 Demo - MacOS - Installing Jupyter Lab Using Pip.mp4 | Size: (12.84 MB)
FileName :10 Module Summary.mp4 | Size: (1.99 MB)
FileName :1 Module Overview.mp4 | Size: (2.08 MB)
FileName :2 Demo - Exploring the Notebook Interface.mp4 | Size: (12.16 MB)
FileName :3 Demo - Restarting the Kernel.mp4 | Size: (8.91 MB)
FileName :4 Demo - Customizing Shortcuts.mp4 | Size: (9.51 MB)
FileName :5 Demo - Notebook Limits and Shutting down Kernels.mp4 | Size: (9.27 MB)
FileName :6 Demo - Using Python 2 and Python 3 Kernels.mp4 | Size: (10.34 MB)
FileName :7 Demo - Using R and Python 3 Kernels.mp4 | Size: (5.42 MB)
FileName :8 Demo - Exploring Line and Cell Magic Commands.mp4 | Size: (15.62 MB)
FileName :9 Module Summary.mp4 | Size: (2.17 MB)
FileName :1 Module Overview.mp4 | Size: (2.15 MB)
FileName :2 Demo - Analyzing and Visualizing Data.mp4 | Size: (14.82 MB)
FileName :3 Demo - Exploring Interactive Widgets.mp4 | Size: (14.77 MB)
FileName :4 Demo - Adding Interactivity to Custom Functions.mp4 | Size: (14.2 MB)
FileName :5 Demo - Save, Checkpoint, and Export Notebooks.mp4 | Size: (4.1 MB)
FileName :6 Demo - Share Notebooks on Github.mp4 | Size: (14.86 MB)
FileName :7 Module Summary.mp4 | Size: (2.28 MB)
FileName :1 Module Overview.mp4 | Size: (3.17 MB)
FileName :2 Running Hosted Jupyter Notebooks on the Cloud.mp4 | Size: (5.95 MB)
FileName :5 Demo - Exploring and Working with Azure Notebooks.mp4 | Size: (9.94 MB)
FileName :6 Demo - Hosted Notebooks on a GCP Deep Learning Virtual Machine.mp4 | Size: (10.89 MB)
FileName :7 Demo - Uploading Files and Running Code on GCP.mp4 | Size: (7.79 MB)
FileName :8 Summary and Further Study.mp4 | Size: (2.38 MB)
FileName :exercise.7z | Size: (9.91 MB)
FileName :1 Course Overview.mp4 | Size: (4.36 MB)
FileName :1 Importing Text Data into Python Using NumPy.mp4 | Size: (15.31 MB)
FileName :2 Importing Flat Files and Numeric Data Using NumPy.mp4 | Size: (17 MB)
FileName :1 Importing CSV Data into Python Using csv and pandas.mp4 | Size: (1.54 MB)
FileName :2 Importing CSV Files Using the Python csv Module.mp4 | Size: (17.37 MB)
FileName :3 Importing Text and CSV Files Using pandas.mp4 | Size: (36.17 MB)
FileName :1 Importing Data into Python from JSON and XML Files.mp4 | Size: (2.62 MB)
FileName :2 Importing Data into Python from JSON Using the JSON Library.mp4 | Size: (39.38 MB)
FileName :3 Importing Data into Python from XML Using the ElementTree XML API.mp4 | Size: (17.7 MB)
FileName :1 Importing Data into Python from Excel Files.mp4 | Size: (1.8 MB)
FileName :2 Importing Excel Files Using pandas.mp4 | Size: (22.44 MB)
FileName :2 Reading SAS Files with pandas.mp4 | Size: (6.64 MB)
FileName :3 Reading Stata Files with pandas.mp4 | Size: (5.16 MB)
FileName :4 Reading HDF5 Files.mp4 | Size: (6.54 MB)
FileName :5 Reading Matlab Files.mp4 | Size: (3.09 MB)
FileName :6 Reading Pickle Files.mp4 | Size: (7.09 MB)
FileName :1 Importing Data into Python from Relational Databases.mp4 | Size: (1.77 MB)
FileName :2 Importing sqlite Database Files.mp4 | Size: (8.64 MB)
FileName :3 Taking Advantage of pandas DataFrames When Querying sqlite.mp4 | Size: (3.41 MB)
FileName :4 Working with Databases Using SQLAlchemy.mp4 | Size: (8.11 MB)
FileName :5 Importing Data from Relational Databases with pandas (MySQL).mp4 | Size: (8.52 MB)
FileName :6 Working with PostgreSQL with psycopg2 and SQLAlchemy.mp4 | Size: (3.77 MB)
FileName :7 Importing Relational Data.mp4 | Size: (4.68 MB)
FileName :exercise.7z | Size: (14.14 MB)
FileName :1 Course Overview.mp4 | Size: (3.14 MB)
FileName :1 Course and Module Introduction.mp4 | Size: (2.73 MB)
FileName :2 Software and Course Prerequisites.mp4 | Size: (2.03 MB)
FileName :3 Concatenating Datasets.mp4 | Size: (11.55 MB)
FileName :4 Merging Datasets.mp4 | Size: (6.99 MB)
FileName :5 Merge Keys.mp4 | Size: (4.93 MB)
FileName :6 The How Parameter.mp4 | Size: (5.23 MB)
FileName :7 Demo - Disambiguating Merged Columns and Updating Dataframes.mp4 | Size: (3.29 MB)
FileName :8 Summary.mp4 | Size: (2.28 MB)
FileName :1 Module Introduction.mp4 | Size: (1.16 MB)
FileName :2 The GroupBy Function.mp4 | Size: (3.28 MB)
FileName :3 Demo - Why and How to Use the GroupBy Function.mp4 | Size: (8.62 MB)
FileName :4 Filter and Transform with GroupBy.mp4 | Size: (5.47 MB)
FileName :5 Demo - Grouping Multi-index Data.mp4 | Size: (4.42 MB)
FileName :1 Module Introduction.mp4 | Size: (1.69 MB)
FileName :2 Normalizing Data - What and Why.mp4 | Size: (3.13 MB)
FileName :3 Simple Feature Scaling.mp4 | Size: (3.48 MB)
FileName :4 Min-max Scaling.mp4 | Size: (3.44 MB)
FileName :5 Z-score Normalization.mp4 | Size: (3.56 MB)
FileName :6 Points to Consider for Data Normalization and Summary.mp4 | Size: (3.6 MB)
FileName :1 Module Introduction.mp4 | Size: (1.36 MB)
FileName :2 Introduction to Data Reshaping.mp4 | Size: (3.7 MB)
FileName :3 Reshape Long Data to Wide Data with the Pivot Function.mp4 | Size: (6.1 MB)
FileName :4 Reshape Wide Data to Long Using the Melt Function.mp4 | Size: (3.58 MB)
FileName :5 Reshape Data Using the Stack and Unstack Functions.mp4 | Size: (4.15 MB)
FileName :6 Reshaping and Aggregation with Pivot Table.mp4 | Size: (3.47 MB)
FileName :7 Summary.mp4 | Size: (1020.86 KB)
FileName :1 Module Introduction.mp4 | Size: (1.59 MB)
FileName :2 One-hot Encoding.mp4 | Size: (3.74 MB)
FileName :3 Demo - Convert Categorical Values Using One-hot Encoding.mp4 | Size: (6.14 MB)
FileName :4 Create Dummy Variables with Pandas.mp4 | Size: (4.87 MB)
FileName :5 Create Frequency Table with the Crosstab Function.mp4 | Size: (7.88 MB)
FileName :6 Summary and Feedback.mp4 | Size: (1.8 MB)
FileName :exercise.7z | Size: (2.32 MB)
FileName :1 Course Overview.mp4 | Size: (4.22 MB)
FileName :1 Introduction.mp4 | Size: (3.55 MB)
FileName :2 Viewing and Converting Types.mp4 | Size: (9.94 MB)
FileName :3 Aggregating Data.mp4 | Size: (8.8 MB)
FileName :4 Normalizing Data.mp4 | Size: (8.05 MB)
FileName :5 Transforming Data.mp4 | Size: (8.25 MB)
FileName :6 Filtering Data.mp4 | Size: (7.01 MB)
FileName :7 Review.mp4 | Size: (1.98 MB)
FileName :1 Introduction.mp4 | Size: (2.67 MB)
FileName :2 Dropping Columns.mp4 | Size: (11.1 MB)
FileName :3 Changing Column Casing.mp4 | Size: (5.87 MB)
FileName :4 Renaming Columns.mp4 | Size: (10.31 MB)
FileName :5 Review.mp4 | Size: (2.23 MB)
FileName :1 Introduction.mp4 | Size: (1.56 MB)
FileName :2 Direct Filtering with Square Brackets.mp4 | Size: (9.27 MB)
FileName :3 Data Indexing with loc.mp4 | Size: (8.56 MB)
FileName :4 Using iloc to Access Specific Rows or Columns.mp4 | Size: (9.93 MB)
FileName :5 Filtering Data with str contains.mp4 | Size: (12.59 MB)
FileName :6 Review.mp4 | Size: (2.54 MB)
FileName :1 Introduction.mp4 | Siz

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