[ DevCourseWeb.com ] Deep Learning and Generative AI - Data Prep, Analysis, and Visualization with Python
大小266.9 MB
文件数68
Info Hash:67B6C7FF8BBF438697B5ADD173CBD133BA68FEB2
收录时间2025-12-20 03:24:03
更新时间2025-12-20 05:18:14
文件列表 (68)
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182 B
~Get Your Files Here !/01 - Introduction/01 - Leverage generative AI for analytics and insights.mp4
3.73 MB
~Get Your Files Here !/01 - Introduction/01 - Leverage generative AI for analytics and insights.srt
1.09 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4
2.07 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt
1.45 KB
~Get Your Files Here !/01 - Introduction/03 - How to use the challenge exercise files.mp4
6.16 MB
~Get Your Files Here !/01 - Introduction/03 - How to use the challenge exercise files.srt
2.91 KB
~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/01 - We live in a data-driven world!.mp4
9.13 MB
~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/01 - We live in a data-driven world!.srt
5.26 KB
~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/02 - Our use case.mp4
6.38 MB
~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/02 - Our use case.srt
3.74 KB
~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/03 - Raw data is messy.mp4
13.36 MB
~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/03 - Raw data is messy.srt
5.79 KB
~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/04 - Role of data in the machine learning workflow.mp4
3.64 MB
~Get Your Files Here !/02 - 1. Why Process and Why Visualize Data/04 - Role of data in the machine learning workflow.srt
2.67 KB
~Get Your Files Here !/03 - 2. Understanding Data/01 - Data with a structure.mp4
8.24 MB
~Get Your Files Here !/03 - 2. Understanding Data/01 - Data with a structure.srt
6.26 KB
~Get Your Files Here !/03 - 2. Understanding Data/02 - Data without a structure.mp4
11.75 MB
~Get Your Files Here !/03 - 2. Understanding Data/02 - Data without a structure.srt
7.44 KB
~Get Your Files Here !/03 - 2. Understanding Data/03 - Using simple Python code to check your data.mp4
4.34 MB
~Get Your Files Here !/03 - 2. Understanding Data/03 - Using simple Python code to check your data.srt
3.47 KB
~Get Your Files Here !/03 - 2. Understanding Data/04 - Python for data preprocessing with Pandas and Matplotlib.mp4
9.73 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
5.82 MB
~Get Your Files Here !/03 - 2. Understanding Data/05 - Challenge Load and check the data using Python.srt
3.82 KB
~Get Your Files Here !/03 - 2. Understanding Data/06 - Solution Load and check the data using Python.mp4
4.79 MB
~Get Your Files Here !/03 - 2. Understanding Data/06 - Solution Load and check the data using Python.srt
2.56 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
10.13 KB
~Get Your Files Here !/04 - 3. Data Preprocessing/02 - Introduction to text preprocessing.mp4
10.63 MB
~Get Your Files Here !/04 - 3. Data Preprocessing/02 - Introduction to text preprocessing.srt
7.63 KB
~Get Your Files Here !/04 - 3. Data Preprocessing/03 - Challenge Data preprocessing the telecom dataset.mp4
3.06 MB
~Get Your Files Here !/04 - 3. Data Preprocessing/03 - Challenge Data preprocessing the telecom dataset.srt
2.11 KB
~Get Your Files Here !/04 - 3. Data Preprocessing/04 - Solution Data preprocessing the telecom dataset.mp4
17.28 MB
~Get Your Files Here !/04 - 3. Data Preprocessing/04 - Solution Data preprocessing the telecom dataset.srt
9.09 KB
~Get Your Files Here !/05 - 4. Exploratory Data Analysis/01 - Exploratory data analysis (EDA).mp4
9.98 MB
~Get Your Files Here !/05 - 4. Exploratory Data Analysis/01 - Exploratory data analysis (EDA).srt
7.18 KB
~Get Your Files Here !/05 - 4. Exploratory Data Analysis/02 - Challenge Perform exploratory data analysis.mp4
3.99 MB
~Get Your Files Here !/05 - 4. Exploratory Data Analysis/02 - Challenge Perform exploratory data analysis.srt
3.16 KB
~Get Your Files Here !/05 - 4. Exploratory Data Analysis/03 - Solution Perform exploratory data analysis.mp4
12.38 MB
~Get Your Files Here !/05 - 4. Exploratory Data Analysis/03 - Solution Perform exploratory data analysis.srt
7.55 KB
~Get Your Files Here !/06 - 5. Predictive and Generative AI/01 - Overview of predictive and generative AI.mp4
10.57 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
16.35 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
6.66 MB
~Get Your Files Here !/06 - 5. Predictive and Generative AI/03 - Generative modeling use cases.srt
5.32 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
4.86 KB
~Get Your Files Here !/07 - 6. Deep Learning Build and Evaluate a Predictive Model/01 - Deep learning Predict customer lifetime value.mp4
9.67 MB
~Get Your Files Here !/07 - 6. Deep Learning Build and Evaluate a Predictive Model/01 - Deep learning Predict customer lifetime value.srt
6.95 KB
~Get Your Files Here !/07 - 6. Deep Learning Build and Evaluate a Predictive Model/02 - Challenge Predict customer lifetime value.mp4
21.55 MB
~Get Your Files Here !/07 - 6. Deep Learning Build and Evaluate a Predictive Model/02 - Challenge Predict customer lifetime value.srt
10.81 KB
~Get Your Files Here !/07 - 6. Deep Learning Build and Evaluate a Predictive Model/03 - Solution Predict customer lifetime value.mp4
7.86 MB
~Get Your Files Here !/07 - 6. Deep Learning Build and Evaluate a Predictive Model/03 - Solution Predict customer lifetime value.srt
3.96 KB
~Get Your Files Here !/08 - 7. Capstone Build and Evaluate a Predictive and Generative Model/01 - Introduction to capstone and use case.mp4
8.46 MB
~Get Your Files Here !/08 - 7. Capstone Build and Evaluate a Predictive and Generative Model/01 - Introduction to capstone and use case.srt
5.88 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
1.29 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
3.72 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
2.12 KB
~Get Your Files Here !/08 - 7. Capstone Build and Evaluate a Predictive and Generative Model/04 - Optional challenge Generate sentiments using BERT.mp4
1.67 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
9.79 MB
~Get Your Files Here !/08 - 7. Capstone Build and Evaluate a Predictive and Generative Model/05 - Solution Generate sentiments using BERT.srt
4.69 KB
~Get Your Files Here !/09 - Conclusion/01 - Next steps.mp4
2.87 MB
~Get Your Files Here !/09 - Conclusion/01 - Next steps.srt