Fundamentals of Digital Image and Video Processing

5 reviews

Learn to process digital images and videos using mathematical frameworks and state-of-the-art techniques. Covers enhancement, recovery, compression, and segmentation, with emphasis on practical applications and modern tools.

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

Introduction to Algorithms

1 review

This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems.

• MIT OpenCourseWare
• 42 hours
• On-Demand
• Free Video

Design and Analysis of Algorithms

1 review

Comprehensive exploration of advanced algorithm design and analysis, covering diverse topics from interval scheduling to cryptography and distributed systems.

• MIT OpenCourseWare
• 39 hours
• On-Demand
• Free Video

Tuning GPT-3 on a Single GPU via Zero-Shot Hyperparameter Transfer

1 review

Discover how to tune GPT-3 hyperparameters efficiently on a single GPU using µTransfer, a technique based on the maximal update parametrization that enables optimization of large language models with minimal resources.

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

Learning Controllers - From Engineering to AGI

1 review

Exploring deep reinforcement learning for autonomous control systems, from fusion plasma to robotics, with a focus on data-efficient methods for real-world applications.

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

Feedback Control from Pixels

1 review

Explore feedback control using cameras, bridging control theory and machine learning. Learn about challenges, recent advances, and potential applications in robotics and AI.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Introduction to Machine Learning

3575 ratings at Coursera

Foundational understanding of machine learning models, hands-on implementation with PyTorch, and applications across industries from medical diagnostics to image recognition and text prediction.

• Coursera
• 1 day 1 hour 32 minutes
• On-Demand
• Free Online Course (Audit)

Object-Oriented Data Structures in C++

2937 ratings at Coursera

Learn to code in C++, set up a development environment, and implement data structures as classes. Master memory management and engineer software solutions.

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

Microcredential

Blockchain

Explore blockchain fundamentals, cryptography, and decentralized systems. Apply knowledge to cryptocurrency trading and understand blockchain's role in enhancing trust in digital transactions.

• Coursera
• 17 weeks, 2 hours a week
• On-Demand
• Paid Course
• 4 courses

Microcredential

Introduction to Computer Information Systems

Gain essential computer skills, covering hardware, software, data safety, digital literacy, and productivity tools. Prepare for various roles in computer information systems.

• Coursera
• 13 weeks, 4 hours a week
• On-Demand
• Paid Course
• 3 courses

Introduction to Learning Transfer and Life Long Learning (3L)

215 ratings at Coursera

Discover techniques to enhance learning transfer in organizations, identify enablers and barriers, and apply knowledge effectively on the job for improved training outcomes and professional development.

• Coursera
• 6 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

Security Governance & Compliance

147 ratings at Coursera

Explore cybersecurity fundamentals, governance design, legal compliance, and policy implementation. Gain practical insights into aligning security strategies with business objectives and industry regulations.

• Coursera
• 9 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Cryptography and Hashing Overview

46 ratings at Coursera

Explore blockchain's decentralized transactions, ownership tracking, and industry applications. Dive into cryptography and hashing for authentication and privacy in this comprehensive overview.

• Coursera
• 9 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

The Blockchain System

35 ratings at Coursera

Explore blockchain's authentication, data distribution, version reconciliation, limitations, and organizational applications. Gain practical insights through assignments using recommended books.

• Coursera
• 12 hours 16 minutes
• On-Demand
• Free Online Course (Audit)

Natural Language Processing and Capstone Assignment

33 ratings at Coursera

Explore natural language processing, sentiment analysis, topic modeling, and emerging trends in data science. Apply learned techniques to develop a comprehensive data analytics plan.

• Coursera
• 4 hours 56 minutes
• On-Demand
• Free Online Course (Audit)