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01 - Introduction
01 - Leverage generative AI for analytics and insights.mp4
3.73 MB
01 - Leverage generative AI for analytics and insights.srt
1.09 KB
02 - What you should know.mp4
2.07 MB
02 - What you should know.srt
1.45 KB
03 - How to use the challenge exercise files.mp4
6.16 MB
03 - How to use the challenge exercise files.srt
2.91 KB
02 - 1. Why Process and Why Visualize Data
01 - We live in a data-driven world!.mp4
9.13 MB
01 - We live in a data-driven world!.srt
5.26 KB
02 - Our use case.mp4
6.38 MB
02 - Our use case.srt
3.74 KB
03 - Raw data is messy.mp4
13.36 MB
03 - Raw data is messy.srt
5.79 KB
04 - Role of data in the machine learning workflow.mp4
3.64 MB
04 - Role of data in the machine learning workflow.srt
2.67 KB
03 - 2. Understanding Data
01 - Data with a structure.mp4
8.24 MB
01 - Data with a structure.srt
6.26 KB
02 - Data without a structure.mp4
11.75 MB
02 - Data without a structure.srt
7.44 KB
03 - Using simple Python code to check your data.mp4
4.34 MB
03 - Using simple Python code to check your data.srt
3.47 KB
04 - Python for data preprocessing with Pandas and Matplotlib.mp4
9.73 MB
04 - Python for data preprocessing with Pandas and Matplotlib.srt
7.50 KB
05 - Challenge Load and check the data using Python.mp4
5.82 MB
05 - Challenge Load and check the data using Python.srt
3.82 KB
06 - Solution Load and check the data using Python.mp4
4.79 MB
06 - Solution Load and check the data using Python.srt
2.56 KB
04 - 3. Data Preprocessing
01 - Data preprocessing the telecom dataset.mp4
13.60 MB
01 - Data preprocessing the telecom dataset.srt
10.13 KB
02 - Introduction to text preprocessing.mp4
10.63 MB
02 - Introduction to text preprocessing.srt
7.63 KB
03 - Challenge Data preprocessing the telecom dataset.mp4
3.06 MB
03 - Challenge Data preprocessing the telecom dataset.srt
2.11 KB
04 - Solution Data preprocessing the telecom dataset.mp4
17.28 MB
04 - Solution Data preprocessing the telecom dataset.srt
9.09 KB
05 - 4. Exploratory Data Analysis
01 - Exploratory data analysis (EDA).mp4
9.98 MB
01 - Exploratory data analysis (EDA).srt
7.18 KB
02 - Challenge Perform exploratory data analysis.mp4
3.99 MB
02 - Challenge Perform exploratory data analysis.srt
3.16 KB
03 - Solution Perform exploratory data analysis.mp4
12.38 MB
03 - Solution Perform exploratory data analysis.srt
7.55 KB
06 - 5. Predictive and Generative AI
01 - Overview of predictive and generative AI.mp4
10.57 MB
01 - Overview of predictive and generative AI.srt
6.40 KB
02 - What is deep learning.mp4
16.35 MB
02 - What is deep learning.srt
7.00 KB
03 - Generative modeling use cases.mp4
6.66 MB
03 - Generative modeling use cases.srt
5.32 KB
04 - Predictive modeling use cases.mp4
6.20 MB
04 - Predictive modeling use cases.srt
4.86 KB
07 - 6. Deep Learning Build and Evaluate a Predictive Model
01 - Deep learning Predict customer lifetime value.mp4
9.67 MB
01 - Deep learning Predict customer lifetime value.srt
6.95 KB
02 - Challenge Predict customer lifetime value.mp4
21.55 MB
02 - Challenge Predict customer lifetime value.srt
10.81 KB
03 - Solution Predict customer lifetime value.mp4
7.86 MB
03 - Solution Predict customer lifetime value.srt
3.96 KB
08 - 7. Capstone Build and Evaluate a Predictive and Generative Model
01 - Introduction to capstone and use case.mp4
8.46 MB
01 - Introduction to capstone and use case.srt
5.88 KB
02 - Challenge Predict media channel sales using Keras.mp4
1.29 MB
02 - Challenge Predict media channel sales using Keras.srt
0.62 KB
03 - Solution Predict media channel sales using Keras.mp4
3.72 MB
03 - Solution Predict media channel sales using Keras.srt
2.12 KB
04 - Optional challenge Generate sentiments using BERT.mp4
1.67 MB
04 - Optional challenge Generate sentiments using BERT.srt
0.99 KB
05 - Solution Generate sentiments using BERT.mp4
9.79 MB
05 - Solution Generate sentiments using BERT.srt
4.69 KB
09 - Conclusion
01 - Next steps.mp4
2.87 MB
01 - Next steps.srt
2.85 KB
Bonus Resources.txt
0.38 KB
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