Demystify with Ajay
I am the proud founder of AP3 Solutions, leveraging over 15 years of groundbreaking experience in the realms of machine learning, deep learning, and computer vision.
My journey encompasses not only pioneering research in the fields of Data Science, Machine Learning, Deep Learning, Natural Language Processing and Computer Vision but also an unwavering commitment to mentorship.
On my YouTube channel, I cover a wide range of topics related to AI, Data Science, Machine Learning, Deep Learning while using numerous examples of actual problems. I've delivered over 75 technical talks on Data Science, Machine Learning, Deep Learning, and AI at various meetups, technical institutions, and community forums.
My goal is to democratize access to DS, ML, DL and many recent technologies, for all who seek this transformative journey. Subscribe to our channel and join our community of learners and visionaries.
Together, let's shape a brighter, more interconnected future in technology.

14. What is a Convolutional Neural Network? | One Concept, Two Minutes | Demystify with Ajay

13. Attention mechanism in Deep Learning | One Concept, Two Minutes | Demystify with Ajay

GenAI Learning Journey: From Scratch to Build AI Products | Step-by-Step Roadmap #DemystifyWithAjay

12. Batch Normalization in Neural Networks | One Concept, Two Minutes | Demystify with Ajay

11. Activation functions in neural networks | One Concept, Two Minutes | Demystify with Ajay

10. K-Nearest Neighbor(KNN) Algorithm | One Concept, Two Minutes | Demystify with Ajay

09. DropOut in DeepLearning | One Concept, Two Minutes | Demystify with Ajay

Klarna fired 700 for AI 🤖💼 But now they want them back again🙋♂️—Machines couldn’t replace humans. ⏪

08. Perceptron in Deep Learning | One Concept, Two Minutes | Demystify with Ajay

07. Support Vector Machines | One Concept, Two Minutes | Demystify with Ajay

06. Early stopping in deep learning | One Concept, Two Minutes | Demystify with Ajay

05. Deep Learning | One Concept, Two Minutes | Demystify with Ajay

04. Forward Propagation | One Concept, Two Minutes | Demystify with Ajay

03. Backpropagation | One Concept, Two Minutes | Demystify with Ajay

02. Decision Tree | One Concept, Two Minutes | Demystify with Ajay

01. Regularization | One Concept, Two Minutes | Demystify with Ajay

Machine Learning 50 - Unsupervised ML Algorithm K-Means Clustering - Intuition

Machine Learning 49 - Ensemble techniques (Boosting — XGBoost Classification) Intuition

Machine Learning 48 - Ensemble techniques (Boosting — Gradient Boost Regression) Intuition

Machine Learning 47 -Ensemble techniques (Boosting - AdaBoost - Classifier and Regression) Intuition

Machine Learning 46 - Ensemble techniques (Bagging, Random Forest Classifier & Regression)-Intuition

GPT-4.1: What’s New, What’s Better, and Why It Matters

Machine Learning 45 - Decision Tree - Intuition Classification & Regression

Machine Learning 44 - Support Vector Machine - CLASSIFICATION - INTUITION

Disruptive Technologies 2025 – Transforming the Next Generation

10 Mind-Blowing AI Breakthroughs in Just 7 Days! | OpenAI, Google, Microsoft & More

Tech for Good: AP3 Solutions' 6-Year Journey Towards Innovation and Responsibility

AI Salary Trends 2025: The Hottest Jobs and What They Pay: Six-Figure Salaries! 🚀

GenAI Episode 22: Advancements in Real-Time 4D, Video Generation, and High-Resolution 3D Modeling

GenAI Episode 21: Image Language Models and Generative AI: Breakthroughs in Visual Intelligence