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AWS Machine Learning Certification Guide and Interactive Book

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Learning Path: Essential Machine Learning and Exploratory Data Analysis with Python and Jupyter Notebook

Books

Implementing MLOps in the Enterprise Publisher: O’Reilly Release Date: 2023 With demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and machine learning engineers will learn how to tackle challenges that prevent many businesses from moving ML models to production.

Courses

edX Professional Certificate in Large Language Model Operations (LLMOps)-7 Courses Publisher: edX + Pragmatic AI Labs Release Date: April 2024 📚edX Professional Certificate in Large Language Model Operations (LLMOps) edX Professional Certificate in Rust Programming Publisher: edX + Pragmatic AI Labs Release Date: April 2024 📚edX Professional Certificate in Rust Programming LLMOps Specialization (Specialization: 6 Courses) Publisher: Coursera + Duke Release Date: 2/1/2024 📚LLMOps Specialization 📚Introduction to Generative AI 📚Operationalizing LLMs on Azure 📚Databricks to Local LLMs 📚Advanced Data Engineering 📚GenAI and LLMs on AWS 📚Open Source LLMOps Solutions 📚Foundations of Local Large Language models Rust Programming Specialization (Specialization: 5 Courses) Publisher: Coursera + Duke Release Date: 1/1/2024 📚Rust Programming Specialization 📚Rust for DevOps 📚Rust LLMOps 📚Rust Fundamentals 📚Data Engineering with Rust 📚Python and Rust with Linux Command Line Tools Applied Python Data Engineering Specialization (Specialization: 3 Courses) Publisher: Coursera + Duke Release Date: 1/1/2024 📚Applied Python Data Engineering Specialization 📚Data Visualization with Python 📚Virtualization, Docker, and Kubernetes for Data Engineering 📚Spark, Hadoop, and Snowflake for Data Engineering MLOps (Specialization: 4 Courses) Publisher: Coursera + Duke Release Date: 1/1/2023 📚MLOps | Machine Learning Operations Specialization 📚DevOps, DataOps, MLOps 📚MLOps Platforms: Amazon SageMaker and Azure ML 📚MLOps Tools: MLflow and Hugging Face 📚Python Essentials for MLOps Foundations of Data Engineering (Specialization: 4 Courses) Publisher: Coursera + Duke Release Date: 4/1/2022 Take the Specialization Course1: Python and Pandas for Data Engineering Course2: Linux and Bash for Data Engineering Course3: Scripting with Python and SQL for Data Engineering Course4: Web Development and Command-Line Tools in Python for Data Engineering Cloud Computing (Specialization: 4 Courses) Publisher: Coursera + Duke Release Date: 4/1/2021 Building Cloud Computing Solutions at Scale Specialization Launch Your Career in Cloud Computing.

Essential Machine Learning and Exploratory Data Analysis with Python and Jupyter Notebook

Rough Cuts: Pragmatic AI: An Introduction to Cloud-based Machine Learning

Video: AWS Machine Learning Certification

Video: Essential Machine Learning and Exploratory Data Analysis with Python and Jupyter Notebook