John's Artificial Intelligence: ML Certificates

  1. Fundamentals
    1. Machine Learning Foundations for Product Managers from Duke University by Jon Reifschneider
    2. Vector Search and Embeddings from Google Cloud
    3. Intro to Hugging Face from Codecademy
    4. Jupyter Notebook from Great Learning Academy by Anirudh Rao
  2. Large Language Models (LLMs)
    1. Fundamentals of LLMs from Hugging Face
    2. Introduction to Large Language Models from Google Cloud
    3. Attention Mechanism from Google Cloud
    4. Domain-specific LLM Agents from Pluralsight by Brian Letort
  3. Algorithms
    1. KNN Algorithm from Great Learning Academy by Anirudh Rao, Bharani Akella
  4. Data Engineering
    1. Get Started with Databricks for Data Engineering from Databricks
  5. MLOps
    1. Introduction to Machine Learning in Production from DeepLearning.AI by Andrew Ng
    2. AWS SageMaker from Great Learning Academy by Vishal Padghan
  6. Architecture
    1. Structuring Machine Learning Projects from DeepLearning.AI by Andrew Ng
    2. Databricks Accredited Lakehouse Fundamentals from Databricks
  7. Programming
    1. Machine Learning from Stanford by Andrew Ng

Fundamentals (4)

Machine Learning Foundations for Product Managers from Duke University by Jon Reifschneider

John's Machine Learning Foundations for Product Managers from Duke University by Jon Reifschneider

Vector Search and Embeddings from Google Cloud

John's Vector Search and Embeddings from Google Cloud

Intro to Hugging Face from Codecademy

John's Intro to Hugging Face from Codecademy

Jupyter Notebook from Great Learning Academy by Anirudh Rao

John's Jupyter Notebook from Great Learning Academy by Anirudh Rao

Large Language Models (LLMs) (4)

Fundamentals of LLMs from Hugging Face

John's Fundamentals of LLMs from Hugging Face

Introduction to Large Language Models from Google Cloud

John's Introduction to Large Language Models from Google Cloud

Attention Mechanism from Google Cloud

John's Attention Mechanism from Google Cloud

Domain-specific LLM Agents from Pluralsight by Brian Letort

John's Domain-specific LLM Agents from Pluralsight by Brian Letort

Algorithms (1)

KNN Algorithm from Great Learning Academy by Anirudh Rao, Bharani Akella

John's KNN Algorithm from Great Learning Academy by Anirudh Rao, Bharani Akella

Data Engineering (1)

Get Started with Databricks for Data Engineering from Databricks

John's Get Started with Databricks for Data Engineering from Databricks

MLOps (2)

Introduction to Machine Learning in Production from DeepLearning.AI by Andrew Ng

John's Introduction to Machine Learning in Production from DeepLearning.AI by Andrew Ng

AWS SageMaker from Great Learning Academy by Vishal Padghan

John's AWS SageMaker from Great Learning Academy by Vishal Padghan

Architecture (2)

Structuring Machine Learning Projects from DeepLearning.AI by Andrew Ng

John's Structuring Machine Learning Projects from DeepLearning.AI by Andrew Ng

Databricks Accredited Lakehouse Fundamentals from Databricks

John's Databricks Accredited Lakehouse Fundamentals from Databricks

John's Databricks Accredited Lakehouse Fundamentals from Databricks

Programming (1)

Machine Learning from Stanford by Andrew Ng

John's Machine Learning from Stanford by Andrew Ng