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. Generative AI
    1. Attention Mechanism from Google Cloud
    2. Databricks Accredited Generative AI Fundamentals from Databricks
  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

Generative AI (2)

Attention Mechanism from Google Cloud

John's Attention Mechanism from Google Cloud

Databricks Accredited Generative AI Fundamentals from Databricks

John's Databricks Accredited Generative AI Fundamentals from Databricks

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