Deep Learning and Generative AI - Data Prep, Analysis, and Visualization with Python

• Deep Learning and Generative AI - Data Prep, Analysis, and Visualization with Python
• ~Get Your Files Here !/01 - Introduction/01 - Leverage generative AI for analytics and insights.mp4 3.7 MB
• ~Get Your Files Here !/01 - Introduction/01 - Leverage generative AI for analytics and insights.srt 1.1 KB
• ~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 2.1 MB
• ~Get Your Files Here !/01 - Introduction/02 - What you should know.srt 1.5 KB
• ~Get Your Files Here !/01 - Introduction/03 - How to use the challenge exercise files.mp4 6.2 MB
• ~Get Your Files Here !/01 - Introduction/03 - How to use the challenge exercise files.srt 2.9 KB
• ~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/01 - We live in a data-driven world!.mp4 9.1 MB
• ~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/01 - We live in a data-driven world!.srt 5.3 KB
• ~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/02 - Our use case.mp4 6.4 MB
• ~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/02 - Our use case.srt 3.7 KB
• ~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/03 - Raw data is messy.mp4 13.4 MB
• ~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/03 - Raw data is messy.srt 5.8 KB
• ~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/04 - Role of data in the machine learning workflow.mp4 3.6 MB
• ~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/04 - Role of data in the machine learning workflow.srt 2.7 KB
• ~Get Your Files Here !/03 - 2. Understanding Data/01 - Data with a structure.mp4 8.2 MB
• ~Get Your Files Here !/03 - 2. Understanding Data/01 - Data with a structure.srt 6.3 KB
• ~Get Your Files Here !/03 - 2. Understanding Data/02 - Data without a structure.mp4 11.8 MB
• ~Get Your Files Here !/03 - 2. Understanding Data/02 - Data without a structure.srt 7.4 KB
• ~Get Your Files Here !/03 - 2. Understanding Data/03 - Using simple Python code to check your data.mp4 4.3 MB
• ~Get Your Files Here !/03 - 2. Understanding Data/03 - Using simple Python code to check your data.srt 3.5 KB
• ~Get Your Files Here !/03 - 2. Understanding Data/04 - Python for data preprocessing with Pandas and Matplotlib.mp4 9.7 MB
• ~Get Your Files Here !/03 - 2. Understanding Data/04 - Python for data preprocessing with Pandas and Matplotlib.srt 7.5 KB
• ~Get Your Files Here !/03 - 2. Understanding Data/05 - Challenge Load and check the data using Python.mp4 5.8 MB
• ~Get Your Files Here !/03 - 2. Understanding Data/05 - Challenge Load and check the data using Python.srt 3.8 KB
• ~Get Your Files Here !/03 - 2. Understanding Data/06 - Solution Load and check the data using Python.mp4 4.8 MB
• ~Get Your Files Here !/03 - 2. Understanding Data/06 - Solution Load and check the data using Python.srt 2.6 KB
• ~Get Your Files Here !/04 - 3. Data Preprocessing/01 - Data preprocessing the telecom dataset.mp4 13.6 MB
• ~Get Your Files Here !/04 - 3. Data Preprocessing/01 - Data preprocessing the telecom dataset.srt 10.1 KB
• ~Get Your Files Here !/04 - 3. Data Preprocessing/02 - Introduction to text preprocessing.mp4 10.6 MB
• ~Get Your Files Here !/04 - 3. Data Preprocessing/02 - Introduction to text preprocessing.srt 7.6 KB
• ~Get Your Files Here !/04 - 3. Data Preprocessing/03 - Challenge Data preprocessing the telecom dataset.mp4 3.1 MB
• ~Get Your Files Here !/04 - 3. Data Preprocessing/03 - Challenge Data preprocessing the telecom dataset.srt 2.1 KB
• ~Get Your Files Here !/04 - 3. Data Preprocessing/04 - Solution Data preprocessing the telecom dataset.mp4 17.3 MB
• ~Get Your Files Here !/04 - 3. Data Preprocessing/04 - Solution Data preprocessing the telecom dataset.srt 9.1 KB
• ~Get Your Files Here !/05 - 4. Exploratory Data Analysis/01 - Exploratory data analysis (EDA).mp4 10 MB
• ~Get Your Files Here !/05 - 4. Exploratory Data Analysis/01 - Exploratory data analysis (EDA).srt 7.2 KB
• ~Get Your Files Here !/05 - 4. Exploratory Data Analysis/02 - Challenge Perform exploratory data analysis.mp4 4 MB
• ~Get Your Files Here !/05 - 4. Exploratory Data Analysis/02 - Challenge Perform exploratory data analysis.srt 3.2 KB
• ~Get Your Files Here !/05 - 4. Exploratory Data Analysis/03 - Solution Perform exploratory data analysis.mp4 12.4 MB
• ~Get Your Files Here !/05 - 4. Exploratory Data Analysis/03 - Solution Perform exploratory data analysis.srt 7.6 KB
• ~Get Your Files Here !/06 - 5. Predictive and Generative AI/01 - Overview of predictive and generative AI.mp4 10.6 MB
• ~Get Your Files Here !/06 - 5. Predictive and Generative AI/01 - Overview of predictive and generative AI.srt 6.4 KB
• ~Get Your Files Here !/06 - 5. Predictive and Generative AI/02 - What is deep learning.mp4 16.4 MB
• ~Get Your Files Here !/06 - 5. Predictive and Generative AI/02 - What is deep learning.srt 7 KB
• ~Get Your Files Here !/06 - 5. Predictive and Generative AI/03 - Generative modeling use cases.mp4 6.7 MB
• ~Get Your Files Here !/06 - 5. Predictive and Generative AI/03 - Generative modeling use cases.srt 5.3 KB
• ~Get Your Files Here !/06 - 5. Predictive and Generative AI/04 - Predictive modeling use cases.mp4 6.2 MB
• ~Get Your Files Here !/06 - 5. Predictive and Generative AI/04 - Predictive modeling use cases.srt 4.9 KB
• ~Get Your Files Here !/07 - 6. Deep Learning Build and Evaluate a Predictive Model/01 - Deep learning Predict customer lifetime value.mp4 9.7 MB
• ~Get Your Files Here !/07 - 6. Deep Learning Build and Evaluate a Predictive Model/01 - Deep learning Predict customer lifetime value.srt 6.9 KB
• ~Get Your Files Here !/07 - 6. Deep Learning Build and Evaluate a Predictive Model/02 - Challenge Predict customer lifetime value.mp4 21.6 MB
• ~Get Your Files Here !/07 - 6. Deep Learning Build and Evaluate a Predictive Model/02 - Challenge Predict customer lifetime value.srt 10.8 KB
• ~Get Your Files Here !/07 - 6. Deep Learning Build and Evaluate a Predictive Model/03 - Solution Predict customer lifetime value.mp4 7.9 MB
• ~Get Your Files Here !/07 - 6. Deep Learning Build and Evaluate a Predictive Model/03 - Solution Predict customer lifetime value.srt 4 KB
• ~Get Your Files Here !/08 - 7. Capstone Build and Evaluate a Predictive and Generative Model/01 - Introduction to capstone and use case.mp4 8.5 MB
• ~Get Your Files Here !/08 - 7. Capstone Build and Evaluate a Predictive and Generative Model/01 - Introduction to capstone and use case.srt 5.9 KB
• ~Get Your Files Here !/08 - 7. Capstone Build and Evaluate a Predictive and Generative Model/02 - Challenge Predict media channel sales using Keras.mp4 1.3 MB
• ~Get Your Files Here !/08 - 7. Capstone Build and Evaluate a Predictive and Generative Model/02 - Challenge Predict media channel sales using Keras.srt 639 B
• ~Get Your Files Here !/08 - 7. Capstone Build and Evaluate a Predictive and Generative Model/03 - Solution Predict media channel sales using Keras.mp4 3.7 MB
• ~Get Your Files Here !/08 - 7. Capstone Build and Evaluate a Predictive and Generative Model/03 - Solution Predict media channel sales using Keras.srt 2.1 KB
• ~Get Your Files Here !/08 - 7. Capstone Build and Evaluate a Predictive and Generative Model/04 - Optional challenge Generate sentiments using BERT.mp4 1.7 MB
• ~Get Your Files Here !/08 - 7. Capstone Build and Evaluate a Predictive and Generative Model/04 - Optional challenge Generate sentiments using BERT.srt 1012 B
• ~Get Your Files Here !/08 - 7. Capstone Build and Evaluate a Predictive and Generative Model/05 - Solution Generate sentiments using BERT.mp4 9.8 MB
• ~Get Your Files Here !/08 - 7. Capstone Build and Evaluate a Predictive and Generative Model/05 - Solution Generate sentiments using BERT.srt 4.7 KB
• ~Get Your Files Here !/09 - Conclusion/01 - Next steps.mp4 2.9 MB
• ~Get Your Files Here !/09 - Conclusion/01 - Next steps.srt 2.9 KB
• ~Get Your Files Here !/Bonus Resources.txt 386 B

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