Udemy - Python for Effect Apache Airflow, Visualize & Analyze Data (1.2025)
File List
| File | Size |
|---|---|
| 1 - Course Introduction/1 - Introduction.mp4 | 74.28 MB |
| 2 - Python Fundamentals/2 - Introduction.mp4 | 53.54 MB |
| 2 - Python Fundamentals/3 - Setting Up Your Environment Your Gateway to Productivity.mp4 | 67.86 MB |
| 2 - Python Fundamentals/4 - Core Python Concepts Building Your Programming Foundation.mp4 | 290.79 MB |
| 2 - Python Fundamentals/5 - Python Control Flow Mechanisms.mp4 | 139.56 MB |
| 2 - Python Fundamentals/6 - Dictionaries-Solution.ipynb | 4.43 KB |
| 2 - Python Fundamentals/6 - List.ipynb | 1.79 KB |
| 2 - Python Fundamentals/6 - Python Data Structures.mp4 | 279.01 MB |
| 2 - Python Fundamentals/6 - Tuples.ipynb | 1.63 KB |
| 2 - Python Fundamentals/7 - Coding Challenge Solution.mp4 | 93.1 MB |
| 2 - Python Fundamentals/7 - Dictionaries-Solution.ipynb | 4.43 KB |
| 2 - Python Fundamentals/8 - Error Handling and Debugging Writing Resilient Code.mp4 | 304.76 MB |
| 2 - Python Fundamentals/8 - ErrorHandling.ipynb | 1.17 KB |
| 3 - Mastering Data Manipulation with Python Libraries/10 - Advanced-Pandas-Techniques.ipynb | 4.1 KB |
| 3 - Mastering Data Manipulation with Python Libraries/10 - Combining-NumPy-with-Pandas.ipynb | 3.38 KB |
| 3 - Mastering Data Manipulation with Python Libraries/10 - Harnessing the Power of Pandas.mp4 | 265.97 MB |
| 3 - Mastering Data Manipulation with Python Libraries/10 - Slicing-and-Boolean-Indexing.ipynb | 1.89 KB |
| 3 - Mastering Data Manipulation with Python Libraries/11 - Combining-NumPy-with-Pandas.ipynb | 3.38 KB |
| 3 - Mastering Data Manipulation with Python Libraries/11 - Linear-Algebra-with-NumPy.ipynb | 3.14 KB |
| 3 - Mastering Data Manipulation with Python Libraries/11 - Mastering-Advanced-NumPy-Techniques.ipynb | 1.76 KB |
| 3 - Mastering Data Manipulation with Python Libraries/11 - NumPy The Engine of Numerical Computing.mp4 | 332.83 MB |
| 3 - Mastering Data Manipulation with Python Libraries/9 - Introduction.mp4 | 52.5 MB |
| 4 - Transforming Data into Insightful Visual Narratives/12 - Introduction.mp4 | 44.88 MB |
| 4 - Transforming Data into Insightful Visual Narratives/13 - Creating-a-Bar-Plot.ipynb | 25.75 KB |
| 4 - Transforming Data into Insightful Visual Narratives/13 - Creating-Simple-Line-Plot.ipynb | 52.47 KB |
| 4 - Transforming Data into Insightful Visual Narratives/13 - Foundations of Visualization with Matplotlib.mp4 | 300.24 MB |
| 4 - Transforming Data into Insightful Visual Narratives/14 - Customizing-Plot-Styles-and-Themes.ipynb | 46.26 KB |
| 4 - Transforming Data into Insightful Visual Narratives/14 - Customizing-the-Diagonal-with-KDE-Plots.ipynb | 272.6 KB |
| 4 - Transforming Data into Insightful Visual Narratives/14 - Exploring-Relationships-with-Pair-Plots.ipynb | 240.22 KB |
| 4 - Transforming Data into Insightful Visual Narratives/14 - Faceted-Visualizations-with-FacetGrid.ipynb | 60.24 KB |
| 4 - Transforming Data into Insightful Visual Narratives/14 - Simple-Seaborn-Plot-with-Built-in-Datasets.ipynb | 70.77 KB |
| 4 - Transforming Data into Insightful Visual Narratives/14 - The Art of Statistical Visualization with Seaborn.mp4 | 703.44 MB |
| 4 - Transforming Data into Insightful Visual Narratives/14 - Visualizing-Distributions-with-Violin-Plots.ipynb | 309.5 KB |
| 5 - Mastering Big Data Tools and Workflow Automation/15 - Introduction.mp4 | 47.57 MB |
| 5 - Mastering Big Data Tools and Workflow Automation/16 - Harnessing the Power of Big Data with Apache Spark.mp4 | 710.82 MB |
| 5 - Mastering Big Data Tools and Workflow Automation/16 - spark-setup.ipynb | 67.24 KB |
| 5 - Mastering Big Data Tools and Workflow Automation/17 - Docker The Foundation for Seamless Workflow Integration Part 1.mp4 | 630.05 MB |
| 5 - Mastering Big Data Tools and Workflow Automation/17 - docker-compose.yml | 3.22 KB |
| 5 - Mastering Big Data Tools and Workflow Automation/17 - extract-data.ipynb | 3.88 KB |
| 5 - Mastering Big Data Tools and Workflow Automation/17 - financial-pipeline.py | 2.46 KB |
| 5 - Mastering Big Data Tools and Workflow Automation/17 - transform-data.ipynb | 3.01 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/18 - Introduction.mp4 | 54.46 MB |
| 6 - Mastering Workflow Orchestration with Python and Docker/19 - add-tickers-by-sector.ipynb | 8.13 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/19 - analyze-data.ipynb | 12.57 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/19 - data-pipeline-with-parallel-enrichment-solution.py | 11.98 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/19 - Docker The Foundation for Seamless Workflow Integration Part 2.mp4 | 1.08 GB |
| 6 - Mastering Workflow Orchestration with Python and Docker/19 - docker-compose.yml | 3.32 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/19 - fetch-data-chunk.ipynb | 8.79 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/19 - fetch-data-with-financials.ipynb | 6.87 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/19 - generate-report.ipynb | 6.4 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/19 - requirements.txt | 101 B |
| 6 - Mastering Workflow Orchestration with Python and Docker/19 - serial-to-parallel-fetch-assignment-dag.py | 13.86 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/20 - Bridging Exploratory Analysis and Workflow Automation.mp4 | 286.7 MB |
| 6 - Mastering Workflow Orchestration with Python and Docker/20 - docker-compose.yml | 3.22 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/20 - extract-data.ipynb | 3.88 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/20 - financial-pipeline.py | 2.46 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/20 - new-data-Analysis.ipynb | 17.05 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/20 - requirements.txt | 45 B |
| 6 - Mastering Workflow Orchestration with Python and Docker/20 - Transcript-subtitles-The-key-features-of-a-real-world-financial-pipeline-DAG-en-US.txt | 27.94 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/20 - transform-data.ipynb | 3.01 KB |
| 6 - Mastering Workflow Orchestration with Python and Docker/21 - analyze-data.ipynb | 12.57 KB |
| 7 - Community and Continued Learning/23 - Community and Continued Learning.mp4 | 234.89 MB |
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