Viterbi Algorithm Courses and Certifications

NPTEL-NOC IITM

Convolution Code: Decoder-Viterbi Algorithm - Lecture 13

Discover the Viterbi Algorithm for convolutional code decoding in this concise lecture on decoder implementation techniques.

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

UofU Data Science

Hidden Markov Models: Parameter Estimation, Inference, and Viterbi Algorithm

Master parameter estimation and inference in Hidden Markov Models (HMM), including Viterbi algorithm implementation for sequence analysis and probabilistic modeling.

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

Natural Language Processing with Probabilistic Models

1781 ratings at Coursera

This is the Course 2 of the Natural Language Processing Specialization, offered by deeplearning.ai

• Coursera
• 1 day 6 hours 25 minutes
• On-Demand
• Paid Course

NPTEL;  IIT Bombay

Natural Language Processing

This course provides an understanding of natural language processing, its tools, techniques, philosophy and principle. Topics covered include sound, words and word forms, structures, meaning, and web 2.0 applications

• YouTube
• 1 day 8 hours
• On-Demand
• Free Video

Alfredo Canziani

Structured Prediction with Energy Based Models

Explore energy-based models for structured prediction, covering factor graphs, efficient inference, Graph Transformer Networks, loss functions, and variational inference in deep learning applications.

• YouTube
• 2 hours 8 minutes
• On-Demand
• Free Video

UofU Data Science

Natural Language Processing - Fall 2024

Explore advanced NLP techniques from tokenization to transformers, covering language modeling, machine translation, question answering, and modern LLM applications.

• YouTube
• 1 day 10 hours 45 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

On Code Execution Tracking via Power Side-Channel

Explore power side-channel analysis for code execution tracking in embedded systems, covering key extraction attacks, control flow integrity, and Hidden Markov Models for security applications.

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

Open Data Science

ODSC West 2015 - Hacking Machine Data

Explore techniques for analyzing machine data, including Hidden Markov Models and anomaly detection. Learn to handle time-series datasets with high volatility and noise, applying real-world methods to extract valuable insights.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Tutorial on Hidden Markov Models - Part 2

Explore advanced concepts of Hidden Markov Models, including applications and algorithms, in this in-depth continuation of Jason Eisner's tutorial series.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

USENIX

REVDECODE - Enhancing Binary Function Matching with Context-Aware Graph Representations and Relevance Decoding

Discover REVDECODE, a context-aware framework that improves binary function matching through relevance decoding and GPU optimization for enhanced reverse engineering tasks.

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

Confreaks

Interior Target Tracking Using Digital Communications Signals for Bistatic Radar

Explore bistatic radar techniques for indoor target tracking using WiFi signals, implementing with GNU Radio and applying advanced signal processing algorithms.

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

Center for Language & Speech Processing(CLSP), JHU

Hidden Markov Models

Discover Hidden Markov Models through expert instruction from Johns Hopkins' Center for Language & Speech Processing in this comprehensive statistical modeling tutorial.

• YouTube
• 1 hour 41 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Hidden Markov Models - Part 2

Delve into advanced Hidden Markov Models concepts and applications in this comprehensive workshop session from Johns Hopkins University's renowned summer program.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

Trelis Research

Align Audio and Text for Speech Recognition Model Training

Master audio-text alignment techniques for speech recognition training using CTC aligners, Viterbi processes, and Wave2Vec models to create clean datasets and avoid catastrophic forgetting.

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

Coding in Digital Communications

Explore convolutional codes, Viterbi algorithm, trellis coding, channel capacity, code rate, and Gaussian codebooks in digital communications.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video