Unlock the power of logical thinking and formal reasoning essential for success in computer science, data analysis, and software development with this dynamic course. Ideal for students, software engineers, data scientists, and IT professionals, this comprehensive program delves into logic foundations critical for advanced computing careers. Starting with fundamental proofs and … [Read more...] about Logic for Computer Science
Algorithms
Deep Learning for Computer Vision
Unlock the power of deep learning to transform visual data into actionable insights. This hands-on course guides you through the foundational and advanced techniques that drive modern computer vision applications—from image classification to generative modeling. You'll begin with the building blocks of deep learning - understanding how multilayer perceptrons (MLPs) work, and … [Read more...] about Deep Learning for Computer Vision
Approximation Algorithms Part I
Approximation algorithms, Part I How efficiently can you pack objects into a minimum number of boxes? How well can you cluster nodes so as to cheaply separate a network into components around a few centers? These are examples of NP-hard combinatorial optimization problems. It is most likely impossible to solve such problems efficiently, so our aim is to give an approximate … [Read more...] about Approximation Algorithms Part I
Algorithm Alchemy: Unlocking the Secrets of Machine Learning
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. In this course, you will unlock the secrets of machine learning algorithms, learning how to implement them in Python to tackle real-world data problems. … [Read more...] about Algorithm Alchemy: Unlocking the Secrets of Machine Learning
Project on Recommendation Engine – Book Recommender
This hands-on project-based course guides learners through the process of designing, developing, and evaluating a functional Book Recommendation Engine using Python and data science techniques. Beginning with foundational principles, learners will identify key components of recommender systems, prepare structured datasets, and apply user-driven filters to generate personalized … [Read more...] about Project on Recommendation Engine – Book Recommender
