Autoregressive Models Courses and Certifications

Deep Generative Models - Autoregressive Models - Lecture 3

Explore autoregressive models in deep learning, focusing on their architecture, training, and applications in generating sequential data like text and images.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Yannic Kilcher

Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Explore Parti, a groundbreaking autoregressive text-to-image model. Learn about its architecture, datasets, experimental results, and capabilities in generating realistic, accurate images from text prompts.

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

MattVidPro AI

Magi-1: Open Source Autoregressive AI Video Generation Model

Explore Sand AI's Magi-1 open-source video generation model through demonstrations of its timeline control, infinite extension capabilities, and performance compared to competitors like WAN 2.1 and Gen 4.

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

Discover AI

LLM Knows The Future - Uncovering Multi-Token Prediction Potential

Discover how Apple researchers enable language models to predict multiple tokens simultaneously, breaking sequential constraints to dramatically improve inference speed and parallelism.

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

Simons Institute

Tractable Control for Autoregressive Language Generation

Explores using tractable probabilistic models to impose lexical constraints in autoregressive text generation, achieving state-of-the-art performance on constrained text generation benchmarks.

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

Sundeep Saradhi Kanthety

Autoregressive Model in Generative AI - How Autoregressive Model Works and Types of GenAI

Discover how autoregressive models power generative AI by predicting sequences step-by-step, enabling text generation, language modeling, and creative AI applications.

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

Time Series Analysis in Python

19 ratings at DataCamp

In this four-hour course, you’ll learn the basics of analyzing time series data in Python.

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

International Centre for Theoretical Sciences

Earth on a Chip - AI-based Autoregressive Models of our Coupled Climate System

Explore AI-based autoregressive models for coupled climate systems, bridging machine learning with Earth system modeling for advanced climate prediction and understanding.

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

International Centre for Theoretical Sciences

Earth on a Chip - AI-based Autoregressive Models of our Coupled Earth System - Lecture 2

Explore AI-based autoregressive models for Earth system simulation, focusing on coupled processes and computational efficiency in climate modeling applications.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Neural Breakdown with AVB

Diffusion Language Models vs Autoregressive Language Models - Complete Gemini Diffusion Breakdown

Explore the differences between diffusion and autoregressive language models, focusing on Google Gemini's approach, training methods, and comparative advantages over traditional GPT models.

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

Demand Forecasting Using Time Series

39 ratings at Coursera

Explore time series analysis for demand forecasting, covering stationarity, trends, autocorrelation, and predictive models like ARIMA. Gain practical skills in Python for effective supply chain management.

• Coursera
• 9 hours 23 minutes
• On-Demand
• Paid Course

Generative AI: Foundations and Concepts

Explore the mathematical foundations of generative AI, from neural networks to advanced deep learning models, with practical implementation techniques and applications in engineering.

• Coursera
• 21 hours 36 minutes
• On-Demand
• Paid Course

State Bank of India

Generative AI and its Applications in Finance

Explore Generative AI's transformative applications in finance, from fraud detection to trading strategies, learning key models like GANs and VAEs while addressing ethical considerations and future trends.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Core generative models and techniques

Explore GANs, autoregressive models, and diffusion models while mastering hands-on implementation with Azure AI Foundry for sequential data generation and high-fidelity image creation.

• Coursera
• 20 hours 35 minutes
• On-Demand
• Paid Course

Packt

Deep Learning - Recurrent Neural Networks with TensorFlow

Master recurrent neural networks for time series prediction and NLP tasks using TensorFlow. Implement advanced architectures like GRUs and LSTMs for stock forecasting, image classification, and text analysis.

• Coursera
• 5 hours 41 minutes
• On-Demand
• Paid Course