Computer Science Courses and Certifications

Beyond LLMs - Agents, Emergent Abilities, Intermediate-Guided Reasoning, and BabyLM - Stanford CS25

Exploración de sistemas de IA autónomos, habilidades emergentes de LLMs, razonamiento guiado intermedio y modelos de lenguaje eficientes. Discusión sobre avances técnicos e implicaciones éticas en IA.

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

Dancing Cells - Efficient Data Structures for Combinatorial Problem Solving

Explore efficient data structures for combinatorial problem-solving with Dr. Don Knuth's lecture on "Dancing Cells," an evolution of the "Dancing Links" concept, offering improved performance in algorithmic exploration.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

How I Learned to Stop Worrying and Love the Transformer - Stanford CS25 Lecture

Explore the Transformer's evolution and future directions with Ashish Vaswani, co-author of "Attention is All You Need". Gain insights into motivations, developments, and promising research areas in AI and NLP.

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

Democratizing Model Discovery with Neural Networks

Explore how neural networks revolutionize automated model discovery for soft materials, making it accessible to a diverse community and accelerating scientific innovation in various fields.

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

The State of Design Knowledge in Human-AI Interaction

Exploring challenges and progress in designing intelligent interactive systems, focusing on user control, mental models, and cognitive engagement with AI-powered interfaces.

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

Kaggle;  Amazon Web Services;  Amazon Microcredential

Introduction to Machine Learning with TensorFlow

5 reviews

Learn supervised and unsupervised machine learning techniques using TensorFlow and Python. Master regression, neural networks, clustering, and more to solve real-world problems and build an image classifier.

• Udacity
• 2 months 1 week 5 days 12 hours 43 minutes
• On-Demand
• Paid Course

Kaggle;  Amazon Web Services;  Amazon Microcredential

Introduction to Machine Learning with Pytorch

5 reviews

Comprehensive introduction to machine learning using PyTorch, covering supervised and unsupervised techniques with hands-on projects for real-world problem-solving and model building.

• Udacity
• 2 months 1 week 5 days 7 hours 40 minutes
• On-Demand
• Paid Course

Mercedes Benz;  Waymo Microcredential

Self Driving Car Engineer

5 reviews

Master autonomous vehicle engineering skills, from computer vision to sensor fusion, localization, planning, and control, preparing you for a career in self-driving technology.

• Udacity
• 4 months 5 hours 36 minutes
• On-Demand
• Paid Course

Data Visualization and D3.js

5 reviews

Learn the fundamentals of data visualization and apply design and narrative concepts to create your own visualization.

• Udacity
• 7 weeks
• On-Demand
• Free Online Course

Circuits and Electronics 3: Applications

6 reviews

Learn about cool applications, op-amps and filters in the design of microchips used in smartphones, self-driving cars, computers, and the internet.

• edX
• 7 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning for Healthcare

6 reviews

This course introduces students to machine learning in healthcare, including the nature of clinical data, disease progression modeling, precision medicine, diagnosis, subtype discovery, and improving clinical workflows.

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

Developed by Google and Udacity, this course teaches a practical approach to deep learning for software developers.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Responsive Images

4 reviews

Go beyond image tags! Learn how to make images a part of your responsive design workflow.

• Udacity
• 2 weeks
• On-Demand
• Free Online Course

Understanding LLMs and Basic Prompting Techniques

4 reviews

Dive into the fundamentals of Large Language Models (LLMs) and learn effective prompt engineering techniques to generate precise outputs and enhance AI interactions.

• CodeSignal
• On-Demand
• Free Certificate

Data Structures and Performance

6 reviews

Explore data structures and algorithms for efficient handling of large datasets. Learn asymptotic analysis, linked lists, trees, and hashtables to improve program performance and flexibility.

• Coursera
• 1 day 17 hours 34 minutes
• On-Demand
• Free Online Course (Audit)