Deep Learning and Generative AI - Data Prep, Analysis, and Visual...

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 01 - Introduction
• 01 - Leverage generative AI for analytics and insights.mp4 (3.7 MB)
• 01 - Leverage generative AI for analytics and insights.srt (1.1 KB)
• 02 - What you should know.mp4 (2.1 MB)
• 02 - What you should know.srt (1.5 KB)
• 03 - How to use the challenge exercise files.mp4 (6.2 MB)
• 03 - How to use the challenge exercise files.srt (2.9 KB)
02 - 1. Why Process and Why Visualize Data
• 01 - We live in a data-driven world!.mp4 (9.1 MB)
• 01 - We live in a data-driven world!.srt (5.3 KB)
• 02 - Our use case.mp4 (6.4 MB)
• 02 - Our use case.srt (3.7 KB)
• 03 - Raw data is messy.mp4 (13.4 MB)
• 03 - Raw data is messy.srt (5.8 KB)
• 04 - Role of data in the machine learning workflow.mp4 (3.6 MB)
• 04 - Role of data in the machine learning workflow.srt (2.7 KB)
03 - 2. Understanding Data
• 01 - Data with a structure.mp4 (8.2 MB)
• 01 - Data with a structure.srt (6.3 KB)
• 02 - Data without a structure.mp4 (11.8 MB)
• 02 - Data without a structure.srt (7.4 KB)
• 03 - Using simple Python code to check your data.mp4 (4.3 MB)
• 03 - Using simple Python code to check your data.srt (3.5 KB)
• 04 - Python for data preprocessing with Pandas and Matplotlib.mp4 (9.7 MB)
• 04 - Python for data preprocessing with Pandas and Matplotlib.srt (7.5 KB)
• 05 - Challenge Load and check the data using Python.mp4 (5.8 MB)
• 05 - Challenge Load and check the data using Python.srt (3.8 KB)
• 06 - Solution Load and check the data using Python.mp4 (4.8 MB)
• 06 - Solution Load and check the data using Python.srt (2.6 KB)
04 - 3. Data Preprocessing
• 01 - Data preprocessing the telecom dataset.mp4 (13.6 MB)
• 01 - Data preprocessing the telecom dataset.srt (10.1 KB)
• 02 - Introduction to text preprocessing.mp4 (10.6 MB)
• 02 - Introduction to text preprocessing.srt (7.6 KB)
• 03 - Challenge Data preprocessing the telecom dataset.mp4 (3.1 MB)
• 03 - Challenge Data preprocessing the telecom dataset.srt (2.1 KB)
• 04 - Solution Data preprocessing the telecom dataset.mp4 (17.3 MB)
• 04 - Solution Data preprocessing the telecom dataset.srt (9.1 KB)
05 - 4. Exploratory Data Analysis
• 01 - Exploratory data analysis (EDA).mp4 (10.0 MB)
• 01 - Exploratory data analysis (EDA).srt (7.2 KB)
• 02 - Challenge Perform exploratory data analysis.mp4 (4.0 MB)
• 02 - Challenge Perform exploratory data analysis.srt (3.2 KB)
• 03 - Solution Perform exploratory data analysis.mp4 (12.4 MB)
• 03 - Solution Perform exploratory data analysis.srt (7.6 KB)
06 - 5. Predictive and Generative AI
• 01 - Overview of predictive and generative AI.mp4 (10.6 MB)
• 01 - Overview of predictive and generative AI.srt (6.4 KB)
• 02 - What is deep learning.mp4 (16.4 MB)
• 02 - What is deep learning.srt (7.0 KB)
• 03 - Generative modeling use cases.mp4 (6.7 MB)
• 03 - Generative modeling use cases.srt (5.3 KB)
• 04 - Predictive modeling use cases.mp4 (6.2 MB)
• 04 - Predictive modeling use cases.srt (4.9 KB)
07 - 6. Deep Learning Build and Evaluate a Predictive Model
• 01 - Deep learning Predict customer lifetime value.mp4 (9.7 MB)
• 01 - Deep learning Predict customer lifetime value.srt (6.9 KB)
• 02 - Challenge Predict customer lifetime value.mp4 (21.6 MB)
• 02 - Challenge Predict customer lifetime value.srt (10.8 KB)
• 03 - Solution Predict customer lifetime value.mp4 (7.9 MB)
• 03 - Solution Predict customer lifetime value.srt (4.0 KB)
08 - 7. Capstone Build and Evaluate a Predictive and Generative Model
• 01 - Introduction to capstone and use case.mp4 (8.5 MB)
• 01 - Introduction to capstone and use case.srt (5.9 KB)
• 02 - Challenge Predict media channel sales using Keras.mp4 (1.3 MB)
• 02 - Challenge Predict media channel sales using Keras.srt (0.6 KB)
• 03 - Solution Predict media channel sales using Keras.mp4 (3.7 MB)
• 03 - Solution Predict media channel sales using Keras.srt (2.1 KB)
• 04 - Optional challenge Generate sentiments using BERT.mp4 (1.7 MB)
• 04 - Optional challenge Generate sentiments using BERT.srt (1.0 KB)
• 05 - Solution Generate sentiments using BERT.mp4 (9.8 MB)
• 05 - Solution Generate sentiments using BERT.srt (4.7 KB)
09 - Conclusion
• 01 - Next steps.mp4 (2.9 MB)
• 01 - Next steps.srt (2.9 KB)
• Bonus Resources.txt (0.4 KB)