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Deep Learning and Generative AI – Data Prep, Analysis, and Visualization with Python –> [ DevCou…

Deep Learning and Generative AI – Data Prep, Analysis, and Visualization with Python –> [ DevCou…

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266.90 MB

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Deep Learning and Generative AI – Data Prep, Analysis, and Visualization with Python –> [ DevCou…




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~Get Your Files Here !/01 – Introduction/01 – Leverage generative AI for analytics and insights.mp4~Get Your Files Here !/01 – Introduction/01 – Leverage generative AI for analytics and insights.srt~Get Your Files Here !/01 – Introduction/02 – What you should know.mp4~Get Your Files Here !/01 – Introduction/02 – What you should know.srt~Get Your Files Here !/01 – Introduction/03 – How to use the challenge exercise files.mp4~Get Your Files Here !/01 – Introduction/03 – How to use the challenge exercise files.srt~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/01 – We live in a data-driven world!.mp4~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/01 – We live in a data-driven world!.srt~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/02 – Our use case.mp4~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/02 – Our use case.srt~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/03 – Raw data is messy.mp4~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/03 – Raw data is messy.srt~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/04 – Role of data in the machine learning workflow.mp4~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/04 – Role of data in the machine learning workflow.srt~Get Your Files Here !/03 – 2. Understanding Data/01 – Data with a structure.mp4~Get Your Files Here !/03 – 2. Understanding Data/01 – Data with a structure.srt~Get Your Files Here !/03 – 2. Understanding Data/02 – Data without a structure.mp4~Get Your Files Here !/03 – 2. Understanding Data/02 – Data without a structure.srt~Get Your Files Here !/03 – 2. Understanding Data/03 – Using simple Python code to check your data.mp4~Get Your Files Here !/03 – 2. Understanding Data/03 – Using simple Python code to check your data.srt~Get Your Files Here !/03 – 2. Understanding Data/04 – Python for data preprocessing with Pandas and Matplotlib.mp4~Get Your Files Here !/03 – 2. Understanding Data/04 – Python for data preprocessing with Pandas and Matplotlib.srt~Get Your Files Here !/03 – 2. Understanding Data/05 – Challenge Load and check the data using Python.mp4~Get Your Files Here !/03 – 2. Understanding Data/05 – Challenge Load and check the data using Python.srt~Get Your Files Here !/03 – 2. Understanding Data/06 – Solution Load and check the data using Python.mp4~Get Your Files Here !/03 – 2. Understanding Data/06 – Solution Load and check the data using Python.srt~Get Your Files Here !/04 – 3. Data Preprocessing/01 – Data preprocessing the telecom dataset.mp4~Get Your Files Here !/04 – 3. Data Preprocessing/01 – Data preprocessing the telecom dataset.srt~Get Your Files Here !/04 – 3. Data Preprocessing/02 – Introduction to text preprocessing.mp4~Get Your Files Here !/04 – 3. Data Preprocessing/02 – Introduction to text preprocessing.srt~Get Your Files Here !/04 – 3. Data Preprocessing/03 – Challenge Data preprocessing the telecom dataset.mp4~Get Your Files Here !/04 – 3. Data Preprocessing/03 – Challenge Data preprocessing the telecom dataset.srt~Get Your Files Here !/04 – 3. Data Preprocessing/04 – Solution Data preprocessing the telecom dataset.mp4~Get Your Files Here !/04 – 3. Data Preprocessing/04 – Solution Data preprocessing the telecom dataset.srt~Get Your Files Here !/05 – 4. Exploratory Data Analysis/01 – Exploratory data analysis (EDA).mp4~Get Your Files Here !/05 – 4. Exploratory Data Analysis/01 – Exploratory data analysis (EDA).srt~Get Your Files Here !/05 – 4. Exploratory Data Analysis/02 – Challenge Perform exploratory data analysis.mp4~Get Your Files Here !/05 – 4. Exploratory Data Analysis/02 – Challenge Perform exploratory data analysis.srt~Get Your Files Here !/05 – 4. Exploratory Data Analysis/03 – Solution Perform exploratory data analysis.mp4~Get Your Files Here !/05 – 4. Exploratory Data Analysis/03 – Solution Perform exploratory data analysis.srt~Get Your Files Here !/06 – 5. Predictive and Generative AI/01 – Overview of predictive and generative AI.mp4~Get Your Files Here !/06 – 5. Predictive and Generative AI/01 – Overview of predictive and generative AI.srt~Get Your Files Here !/06 – 5. Predictive and Generative AI/02 – What is deep learning.mp4~Get Your Files Here !/06 – 5. Predictive and Generative AI/02 – What is deep learning.srt~Get Your Files Here !/06 – 5. Predictive and Generative AI/03 – Generative modeling use cases.mp4~Get Your Files Here !/06 – 5. Predictive and Generative AI/03 – Generative modeling use cases.srt~Get Your Files Here !/06 – 5. Predictive and Generative AI/04 – Predictive modeling use cases.mp4~Get Your Files Here !/06 – 5. Predictive and Generative AI/04 – Predictive modeling use cases.srt~Get Your Files Here !/07 – 6. Deep Learning Build and Evaluate a Predictive Model/01 – Deep learning Predict customer lifetime value.mp4~Get Your Files Here !/07 – 6. Deep Learning Build and Evaluate a Predictive Model/01 – Deep learning Predict customer lifetime value.srt~Get Your Files Here !/07 – 6. Deep Learning Build and Evaluate a Predictive Model/02 – Challenge Predict customer lifetime value.mp4~Get Your Files Here !/07 – 6. Deep Learning Build and Evaluate a Predictive Model/02 – Challenge Predict customer lifetime value.srt~Get Your Files Here !/07 – 6. Deep Learning Build and Evaluate a Predictive Model/03 – Solution Predict customer lifetime value.mp4~Get Your Files Here !/07 – 6. Deep Learning Build and Evaluate a Predictive Model/03 – Solution Predict customer lifetime value.srt~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/01 – Introduction to capstone and use case.mp4~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/01 – Introduction to capstone and use case.srt~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/02 – Challenge Predict media channel sales using Keras.mp4~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/02 – Challenge Predict media channel sales using Keras.srt~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/03 – Solution Predict media channel sales using Keras.mp4~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/03 – Solution Predict media channel sales using Keras.srt~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/04 – Optional challenge Generate sentiments using BERT.mp4~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/04 – Optional challenge Generate sentiments using BERT.srt~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/05 – Solution Generate sentiments using BERT.mp4~Get Your Files Here !/09 – Conclusion/01 – Next steps.mp4~Get Your Files Here !/09 – Conclusion/01 – Next steps.srt~Get Your Files Here !/Bonus Resources.txt




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Name: Deep Learning and Generative AI – Data Prep, Analysis, and Visualization with Python –> [ DevCou…

Language:

English English

Total Size:

266.90 MB

Health:

~Get Your Files Here !/01 – Introduction/01 – Leverage generative AI for analytics and insights.mp4
~Get Your Files Here !/01 – Introduction/01 – Leverage generative AI for analytics and insights.srt
~Get Your Files Here !/01 – Introduction/02 – What you should know.mp4
~Get Your Files Here !/01 – Introduction/02 – What you should know.srt
~Get Your Files Here !/01 – Introduction/03 – How to use the challenge exercise files.mp4
~Get Your Files Here !/01 – Introduction/03 – How to use the challenge exercise files.srt
~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/01 – We live in a data-driven world!.mp4
~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/01 – We live in a data-driven world!.srt
~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/02 – Our use case.mp4
~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/02 – Our use case.srt
~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/03 – Raw data is messy.mp4
~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/03 – Raw data is messy.srt
~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/04 – Role of data in the machine learning workflow.mp4
~Get Your Files Here !/02 – 1. Why Process and Why Visualize Data/04 – Role of data in the machine learning workflow.srt
~Get Your Files Here !/03 – 2. Understanding Data/01 – Data with a structure.mp4
~Get Your Files Here !/03 – 2. Understanding Data/01 – Data with a structure.srt
~Get Your Files Here !/03 – 2. Understanding Data/02 – Data without a structure.mp4
~Get Your Files Here !/03 – 2. Understanding Data/02 – Data without a structure.srt
~Get Your Files Here !/03 – 2. Understanding Data/03 – Using simple Python code to check your data.mp4
~Get Your Files Here !/03 – 2. Understanding Data/03 – Using simple Python code to check your data.srt
~Get Your Files Here !/03 – 2. Understanding Data/04 – Python for data preprocessing with Pandas and Matplotlib.mp4
~Get Your Files Here !/03 – 2. Understanding Data/04 – Python for data preprocessing with Pandas and Matplotlib.srt
~Get Your Files Here !/03 – 2. Understanding Data/05 – Challenge Load and check the data using Python.mp4
~Get Your Files Here !/03 – 2. Understanding Data/05 – Challenge Load and check the data using Python.srt
~Get Your Files Here !/03 – 2. Understanding Data/06 – Solution Load and check the data using Python.mp4
~Get Your Files Here !/03 – 2. Understanding Data/06 – Solution Load and check the data using Python.srt
~Get Your Files Here !/04 – 3. Data Preprocessing/01 – Data preprocessing the telecom dataset.mp4
~Get Your Files Here !/04 – 3. Data Preprocessing/01 – Data preprocessing the telecom dataset.srt
~Get Your Files Here !/04 – 3. Data Preprocessing/02 – Introduction to text preprocessing.mp4
~Get Your Files Here !/04 – 3. Data Preprocessing/02 – Introduction to text preprocessing.srt
~Get Your Files Here !/04 – 3. Data Preprocessing/03 – Challenge Data preprocessing the telecom dataset.mp4
~Get Your Files Here !/04 – 3. Data Preprocessing/03 – Challenge Data preprocessing the telecom dataset.srt
~Get Your Files Here !/04 – 3. Data Preprocessing/04 – Solution Data preprocessing the telecom dataset.mp4
~Get Your Files Here !/04 – 3. Data Preprocessing/04 – Solution Data preprocessing the telecom dataset.srt
~Get Your Files Here !/05 – 4. Exploratory Data Analysis/01 – Exploratory data analysis (EDA).mp4
~Get Your Files Here !/05 – 4. Exploratory Data Analysis/01 – Exploratory data analysis (EDA).srt
~Get Your Files Here !/05 – 4. Exploratory Data Analysis/02 – Challenge Perform exploratory data analysis.mp4
~Get Your Files Here !/05 – 4. Exploratory Data Analysis/02 – Challenge Perform exploratory data analysis.srt
~Get Your Files Here !/05 – 4. Exploratory Data Analysis/03 – Solution Perform exploratory data analysis.mp4
~Get Your Files Here !/05 – 4. Exploratory Data Analysis/03 – Solution Perform exploratory data analysis.srt
~Get Your Files Here !/06 – 5. Predictive and Generative AI/01 – Overview of predictive and generative AI.mp4
~Get Your Files Here !/06 – 5. Predictive and Generative AI/01 – Overview of predictive and generative AI.srt
~Get Your Files Here !/06 – 5. Predictive and Generative AI/02 – What is deep learning.mp4
~Get Your Files Here !/06 – 5. Predictive and Generative AI/02 – What is deep learning.srt
~Get Your Files Here !/06 – 5. Predictive and Generative AI/03 – Generative modeling use cases.mp4
~Get Your Files Here !/06 – 5. Predictive and Generative AI/03 – Generative modeling use cases.srt
~Get Your Files Here !/06 – 5. Predictive and Generative AI/04 – Predictive modeling use cases.mp4
~Get Your Files Here !/06 – 5. Predictive and Generative AI/04 – Predictive modeling use cases.srt
~Get Your Files Here !/07 – 6. Deep Learning Build and Evaluate a Predictive Model/01 – Deep learning Predict customer lifetime value.mp4
~Get Your Files Here !/07 – 6. Deep Learning Build and Evaluate a Predictive Model/01 – Deep learning Predict customer lifetime value.srt
~Get Your Files Here !/07 – 6. Deep Learning Build and Evaluate a Predictive Model/02 – Challenge Predict customer lifetime value.mp4
~Get Your Files Here !/07 – 6. Deep Learning Build and Evaluate a Predictive Model/02 – Challenge Predict customer lifetime value.srt
~Get Your Files Here !/07 – 6. Deep Learning Build and Evaluate a Predictive Model/03 – Solution Predict customer lifetime value.mp4
~Get Your Files Here !/07 – 6. Deep Learning Build and Evaluate a Predictive Model/03 – Solution Predict customer lifetime value.srt
~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/01 – Introduction to capstone and use case.mp4
~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/01 – Introduction to capstone and use case.srt
~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/02 – Challenge Predict media channel sales using Keras.mp4
~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/02 – Challenge Predict media channel sales using Keras.srt
~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/03 – Solution Predict media channel sales using Keras.mp4
~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/03 – Solution Predict media channel sales using Keras.srt
~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/04 – Optional challenge Generate sentiments using BERT.mp4
~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/04 – Optional challenge Generate sentiments using BERT.srt
~Get Your Files Here !/08 – 7. Capstone Build and Evaluate a Predictive and Generative Model/05 – Solution Generate sentiments using BERT.mp4
~Get Your Files Here !/09 – Conclusion/01 – Next steps.mp4
~Get Your Files Here !/09 – Conclusion/01 – Next steps.srt
~Get Your Files Here !/Bonus Resources.txt























Deep Learning and Generative AI – Data Prep, Analysis, and Visualization with Python –> [ DevCou…

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