Model Tuning Courses and Certifications

Prodramp

A Visual Introduction to Modern and Scalable Machine Learning Pipeline

Visual guide to modern, scalable machine learning pipelines: from data prep to deployment. Covers key stages like training, validation, inference, feature stores, and model registry. Ideal for understanding ML infrastructure evolution.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Prodramp

Machine Learning with DataRobot AI Cloud Platform

Comprehensive tutorial on DataRobot AI Cloud Platform, covering machine learning model building, evaluation, and deployment. Explores key features like AutoML, bias detection, and model optimization.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Prodramp

An Improved and Functional Design of End-to-End Machine Learning Life Cycle

Comprehensive overview of the machine learning lifecycle, covering data preparation, model training, deployment, and inference, with practical insights for effective implementation and monitoring.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Data Science Dojo

Building Our First Model - Introduction to Text Analytics with R Part 4

Learn to build and evaluate a text classification model using R, covering tokenization, cross-validation, parallel processing, and decision tree training for optimal accuracy in text analytics.

• YouTube
• 29 minutes
• On-Demand
• Free Video

WeAreDevelopers

Data Science for Business - Repeatable and Objective Data Science Process

Explore the Team Data Science Process (TDSP) for efficient predictive analytics and AI integration in business processes, focusing on agile methodology and practical implementation strategies.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk

EuroPython Conference

An Introduction to Apache TVM

Explore Apache TVM's Python API for deep learning model compilation. Learn installation, features, and practical applications for CPUs and microcontrollers through hands-on demos and examples.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk

Scala Days Conferences

Impact on Business and Society

Exploring AI democratization at Salesforce, focusing on reducing human effort in service centers through automated model building, feature engineering, and actionable results using scalable technologies.

• YouTube
• 49 minutes
• On-Demand
• Conference Talk

Google Cloud Tech

Operationalizing Generative AI on Vertex AI

Explore MLOps fundamentals, adaptations for generative AI, and Vertex AI capabilities to support new workflows in the era of foundation models.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Google Cloud Tech

Tuning Foundation Models: A Comprehensive Guide

Explore techniques for customizing foundation models with your data, improving performance across tasks while understanding limitations and future prospects.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Google Cloud Tech

Deep Dive on How Google Cloud Built Duet AI

Explore Google Cloud's process for building Duet AI, including model selection, tuning, middleware, guardrails, and evaluation techniques for generative AI products.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Google Cloud Tech

Introduction to Generative AI Studio - Prototyping and Customizing Models on Vertex AI

Prototype and customize generative AI models using Vertex AI's Generative AI Studio. Learn about language, vision, speech, prompt design, and model tuning.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Google Cloud Tech

Introduction to Large Language Models and Generative AI

Explore large language models, their use cases, and development tools. Learn about prompt tuning and GenAI in this comprehensive overview.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Google Cloud Tech

Comparing AI Data Integration Methods: Long Context Windows, RAG, and Model Tuning

Explore the key differences between long context windows, RAG, and model tuning for AI applications, understanding when and how to implement each approach effectively.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Introduction to Vertex AI Studio

This course introduces Vertex AI Studio, a tool for prototyping and customizing generative AI models.

• Pluralsight
• 28 minutes
• On-Demand
• Free Trial Available

Tuning Gemma for a Spoken Language AI Assistant - Build with Google AI

Explore creating a multilingual AI assistant using Gemma. Learn to tune models for specific tasks and languages, with insights from developers and practical extension tips.

• YouTube
• 12 minutes
• On-Demand
• Free Video