Inference Courses and Certifications

Alfredo Canziani

Latent Variable Energy Based Models - Inference

Explore Latent Variable Energy Based Models and inference techniques, focusing on energy functions, manifold generation, and free energy computation in unconditional cases.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Hardware, Software, Performance and Costs for Llama-2 70b and Mixtral 8x7b LLM Inference with Low Concurrency

Explore hardware, software, performance, and costs for running Llama-2 70b and Mixtral 8x7b LLM inference. Compare on-premises and cloud options, with insights on speed, cost, and setup for small organizations.

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

Trelis Research

Building an Auto-scaling AI Inference Service - From Setup to Deployment

Master the fundamentals of building and scaling AI inference services, from GPU utilization to auto-scaling implementation, Docker configuration, and API endpoint setup for optimal performance.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

ChatGPT Prompt Engineering for Developers

7 reviews

Learn prompt engineering best practices for app development, explore innovative LLM usage, including custom chatbot creation, and gain hands-on experience in writing and refining prompts with the OpenAI API.

• Independent
• 1-2 hours
• On-Demand
• Free Online Course

Probabilistic Graphical Models 2: Inference

485 ratings at Coursera

Explore probabilistic inference in graphical models, covering exact and approximate algorithms for conditional probability queries and MAP inference, with hands-on programming assignments.

• Coursera
• 38 hours
• On-Demand
• Free Online Course (Audit)

Data Science: Capstone

55 ratings at edX

Show what you've learned from the Professional Certificate Program in Data Science.

• edX
• 2 weeks, 15-20 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Science

Comprehensive data science program covering R programming, statistics, visualization, and machine learning through real-world case studies and hands-on projects.

• edX
• 66 weeks, 2-4 hours a week
• On-Demand
• $1,481.00
• 9 courses

Stanford Seminar - Universal Intelligent Systems by 2030 - Carl Hewitt and John Perry

Explore the future of Universal Intelligent Systems, encompassing all manufactured devices and sensed activities. Learn about information integration, security, and the challenges of developing these systems by 2030.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Computational Probability and Inference

3 reviews

Learn fundamentals of probabilistic analysis and inference. Build computer programs that reason with uncertainty and make predictions. Tackle machine learning problems, from recommending movies to spam filtering to robot navigation.

• edX
• 12 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Linear Regression and Modeling

1730 ratings at Coursera

Explore simple and multiple linear regression models using R. Learn to fit, examine, and utilize regression for analyzing relationships between variables and making predictions.

• Coursera
• 10 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Population Health: Responsible Data Analysis

41 ratings at Coursera

Learn responsible data analysis for population health using R. Explore data collection, statistical inference, regression techniques, and critical result interpretation. Gain skills to extract valuable insights and make informed decisions.

• Coursera
• 1 day 3 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Semantics and the MarkLogic NoSQL Database

137 ratings at Udemy

A hands-on guide to begin using semantics in MarkLogic

• Udemy
• 7 hours 57 minutes
• On-Demand
• Free Online Course

Databricks

Introduction to Bayesian Statistics

89 ratings at Coursera

Learn probability, Bayesian modeling, and inference using Python and Jupyter notebooks. Gain hands-on experience with distributions, sampling algorithms, and computational statistics techniques.

• Coursera
• 12 hours 47 minutes
• On-Demand
• Free Online Course (Audit)

HiSET Language Arts - Reading: Prep and Practice

Comprehensive preparation for HiSET Language Arts - Reading subtest, covering reading comprehension, literary analysis, and nonfiction text skills through engaging video lessons and practice quizzes.

• Study.com
• 11 hours 4 minutes
• On-Demand
• Paid Course

Machine Learning for Business

25 ratings at DataCamp

Understand the fundamentals of Machine Learning and how it's applied in the business world.

• DataCamp
• 2 hours
• On-Demand
• Free Trial Available