Pantelis Monogioudis, Ph.D – Engineering AI Agents - GitHub Pages
Pantelis Monogioudis, Ph.D. twitter Github Linkedin. Bio. I’m an electrical engineer and data scientist working at the intersection of AI/ML and mission-critical industries such as industrial …
Back2classroom – Engineering AI Agents
Pantelis Monogioudis Oct 20, 2021 The Learning Problem The supervised learning problem statement. The four approaches towards AI A 5-min behavioral intelligence test, where an …
Data Mining — Data Mining - pantelis.github.io
Follow @monogioudis. Bridge. What this course is all about# This course is all about making you love the methods that can extract meaning from big data.
CS301 Introduction to Data Science | CS-301 - pantelis.github.io
CS301 Introduction to Data Science # Visualizing NYC Taxi Dropoffs What this course is all about # This course is all about making you love data science. Data science is by definition is …
Data Mining - CS634/CS482 | Data Mining - GitHub Pages
Pantelis Monogioudis, Ph.D Professor of Practice, NJIT & Adjunct NYU. Teaching Assistant / Graders # TBP. What is this course about # This course is all about the methods and pipelines …
AI for Robotics – Engineering AI Agents - pantelis.github.io
Instructed by Pantelis Monogioudis, Ph.D & staff. What this course is all about This course introduces students to the foundational concepts of AI as they apply to the complex world of …
VAE Architecture — Data Mining - pantelis.github.io
VAE Architecture#. In a previous section we have seen that VAE helps us define the latent space. The ‘right’ latent space is the one that makes the distribution \(p(\mathbf z| \mathbf \theta)\) the …
Pantelis Monogioudis NOKIA Murray Hill, NJ, USA Email: [email protected] Abstract—As cellular networks like 4G LTE networks get more and more sophisticated, …
Decision Trees — Data Mining - GitHub Pages
Fruits dataset. If we are to draw separation lines on feature space of length (\(x_1\)) and width (\(x_2\)) without using an ML algorithm but by hand, we probably would come up with the …
Perception & Scene Understanding – Engineering AI Agents
Pantelis Monogioudis . Syllabus. Syllabus. Foundations. Rules, rule the world. AI Agents. The four approaches towards AI. Data Science 360. The Learning Problem. Linear Regression. …