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Ai
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AI PROJECT-1.0 AWS SageMaker Tutorial
Learn how to How to use AWS SageMaker Notebook Instances to build, train and deploy models
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AI PROJECT-1.1 Create a Jupyter Notebook
Learn how to create a Jupyter notebook in the SageMaker notebook instance
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AI PROJECT-1.2 Download Dataset in JupyterLab or Jupyter Notebook
Learn how to create a Jupyter notebook in the SageMaker notebook instance
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AI PROJECT-1.3 Split the Dataset into Multiple Datasets
Learn how to Split the Dataset into Train, Validation, and Test Datasets
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AI PROJECT-1.4 Convert the Dataset into CSV Files
Learn how to Convert the Dataset into CSV Files
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AI PROJECT-1.5 Upload the Dataset to Amazon S3
Learn how to upload the Dataset to Amazon S3
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AI PROJECT-1.6 How to Train the Model?
Learn how to How to Train the Model
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AI PROJECT-1.7 How to Deploy the Model?
Learn how to How to Deploy the Model
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AI PROJECT-1.8 How to Evaluate the Model?
Learn how to How to Evaluate the Model
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AI PROJECT-2.0 AWS SageMaker Tutorial
Learn How to use AWS SageMaker Notebook Instances to build, train, and deploy models
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AI PROJECT-3.0 Gen AI Project - Text Generator
Learn How to a simple text generator with Amazon Bedrock, LangChain, and Streamlit.
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Architecture Decision Guide
A practical framework for designing cloud and AI systems and explaining architecture trade-offs.
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Cloud & AI Troubleshooting Playbook
A practical starting point for diagnosing cloud, AI/ML, DevOps, and application problems.
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Introduction to Amazon SageMaker
Learn how to upload the Dataset to Amazon S3
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PYTHON-0.1 How to Get Started With Python?
Learn how to learn Python fast.
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Real-World Cloud Interview Questions
Scenario-based questions for AWS, Azure, Google Cloud, AI/ML, DevOps, and solution architecture interviews.
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RoadMap for AI/ML Engineer - FASTEST WAY
Learn How to learn generative AI easily.
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What are Cognitive Tasks?
Learn about AI from scratch.
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What is Anaconda?
Learn about World’s most popular Python/R distribution
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What is Artificial Intelligence?
Learn about AI from scratch.
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What is Dataset?
Massive data when grouped into a collection called a dataset.
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What is EC2 Instance?
First Service You should learn in AWS.
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What is Feature Engineering?
Massive data when grouped into a collection called a dataset.
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What is Hyperparameter in AI/ML?
Massive data when grouped into a collection called a dataset.
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What is Label?
Massive data when grouped into a collection called a dataset.
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What is Notebook Instance?
Learn about AI from scratch.
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What is XGBoost?
Popular and powerful machine learning algorithm that falls under the category of gradient boosting.