Deep Learning and Generative AI Data Prep Analysis and Visualization with Python DevCou
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- 2024-10-24 17:26 (2 years ago)
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- Get Bonus Downloads Here.url182 bytes
- 01 - Leverage generative AI for analytics and insights.mp43.7 MB
- 01 - Leverage generative AI for analytics and insights.srt1.1 KB
- 02 - What you should know.mp42.1 MB
- 02 - What you should know.srt1.5 KB
- 03 - How to use the challenge exercise files.mp46.2 MB
- 03 - How to use the challenge exercise files.srt2.9 KB
- 01 - We live in a data-driven world!.mp49.1 MB
- 01 - We live in a data-driven world!.srt5.3 KB
- 02 - Our use case.mp46.4 MB
- 02 - Our use case.srt3.7 KB
- 03 - Raw data is messy.mp413.4 MB
- 03 - Raw data is messy.srt5.8 KB
- 04 - Role of data in the machine learning workflow.mp43.6 MB
- 04 - Role of data in the machine learning workflow.srt2.7 KB
- 01 - Data with a structure.mp48.2 MB
- 01 - Data with a structure.srt6.3 KB
- 02 - Data without a structure.mp411.8 MB
- 02 - Data without a structure.srt7.4 KB
- 03 - Using simple Python code to check your data.mp44.3 MB
- 03 - Using simple Python code to check your data.srt3.5 KB
- 04 - Python for data preprocessing with Pandas and Matplotlib.mp49.7 MB
- 04 - Python for data preprocessing with Pandas and Matplotlib.srt7.5 KB
- 05 - Challenge Load and check the data using Python.mp45.8 MB
- 05 - Challenge Load and check the data using Python.srt3.8 KB
- 06 - Solution Load and check the data using Python.mp44.8 MB
- 06 - Solution Load and check the data using Python.srt2.6 KB
- 01 - Data preprocessing the telecom dataset.mp413.6 MB
- 01 - Data preprocessing the telecom dataset.srt10.1 KB
- 02 - Introduction to text preprocessing.mp410.6 MB
- 02 - Introduction to text preprocessing.srt7.6 KB
- 03 - Challenge Data preprocessing the telecom dataset.mp43.1 MB
- 03 - Challenge Data preprocessing the telecom dataset.srt2.1 KB
- 04 - Solution Data preprocessing the telecom dataset.mp417.3 MB
- 04 - Solution Data preprocessing the telecom dataset.srt9.1 KB
- 01 - Exploratory data analysis (EDA).mp410.0 MB
- 01 - Exploratory data analysis (EDA).srt7.2 KB
- 02 - Challenge Perform exploratory data analysis.mp44.0 MB
- 02 - Challenge Perform exploratory data analysis.srt3.2 KB
- 03 - Solution Perform exploratory data analysis.mp412.4 MB
- 03 - Solution Perform exploratory data analysis.srt7.6 KB
- 01 - Overview of predictive and generative AI.mp410.6 MB
- 01 - Overview of predictive and generative AI.srt6.4 KB
- 02 - What is deep learning.mp416.4 MB
- 02 - What is deep learning.srt7.0 KB
- 03 - Generative modeling use cases.mp46.7 MB
- 03 - Generative modeling use cases.srt5.3 KB
- 04 - Predictive modeling use cases.mp46.2 MB
- 04 - Predictive modeling use cases.srt4.9 KB
- 01 - Deep learning Predict customer lifetime value.mp49.7 MB
- 01 - Deep learning Predict customer lifetime value.srt6.9 KB
- 02 - Challenge Predict customer lifetime value.mp421.6 MB
- 02 - Challenge Predict customer lifetime value.srt10.8 KB
- 03 - Solution Predict customer lifetime value.mp47.9 MB
- 03 - Solution Predict customer lifetime value.srt4.0 KB
- 01 - Introduction to capstone and use case.mp48.5 MB
- 01 - Introduction to capstone and use case.srt5.9 KB
- 02 - Challenge Predict media channel sales using Keras.mp41.3 MB
- 02 - Challenge Predict media channel sales using Keras.srt639 bytes
- 03 - Solution Predict media channel sales using Keras.mp43.7 MB
- 03 - Solution Predict media channel sales using Keras.srt2.1 KB
- 04 - Optional challenge Generate sentiments using BERT.mp41.7 MB
- 04 - Optional challenge Generate sentiments using BERT.srt1012 bytes
- 05 - Solution Generate sentiments using BERT.mp49.8 MB
- 05 - Solution Generate sentiments using BERT.srt4.7 KB
- 01 - Next steps.mp42.9 MB
- 01 - Next steps.srt2.9 KB
- Bonus Resources.txt386 bytes
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