Applied AI Course
The AppliedAICourse attempts to teach students/course-participants some of the core ideas in machine learning, data-science and AI that would help the participants go from a real world business problem to a first cut, working and deployable AI solution to the problem. Our primary focus is to help participants build real world AI solutions using the skills they learn in this course.
This course will focus on practical knowledge more than mathematical or theoretical rigor. That doesn't mean that we would water down the content. We will try and balance the theory and practice while giving more preference to the practical and applied aspects of AI as the course name suggests. Through the course, we will work on 20+ case studies of real world AI problems and datasets to help students grasp the practical details of building AI solutions. For each idea/algorithm in AI, we would provide examples to provide the intuition and show how the idea to used in the real world.
Problem on Baye's Theorem | Problem Solving
Admissions are opened for GATE CS 2024
Live on 22nd Jan 2023
Live on 1st Jan: Interactive Interview Session for Data Analyst roles
Live: ML System-design of an Image Search Engine
Live on 27th Nov: Practical Time series Forecasting
LIVE: Scenario based interview Questions
Live: Recap of Probability and Statistics
Live on 2nd Oct: Recap of Math for ML
Live on 11th Sept: ML Deployment Scenarios
Live on 28th Aug: Knowledge Distillation in Deep Learning
Let's scale up: AP and Telangana edition
Live on 21st Aug: Design a Youtube Shorts/Reels/Tiktok feed recommender system
Live on 7th Aug: UMAP for visualising high dimensional data
Live on 31st July: Interview Session on CNNs
Live on 17th July: ML System design Interview session
Live on 2nd July: Interview Session on DL: MLPs
Coders Offline event in Hyderabad -- by Scaler and AppliedRoots
Live: Recommender Systems Interview Questions Part 2
Live on 29th May: Interview Session on Recommender Systems
Live on 22nd May: Interview questions on Clustering
Live on 15th May: Statistical Tests--Part 3
Live on 1st May: Statistical Tests: Part 2
Live: Statistical Tests-Part 1
Instructor Led Data Science & Machine Learning Program @ Scaler
Live on 27th March: Which ML/DL technique to use where?
Live: Interactive Interview Session on NLP (Classical to SOTA)
ML System Design For a Product Search Engine | Live Session | Applied AI Course
For The Existing Students of Applied AI Course | Applied Ai Course Review
Big Announcement from Applied Roots | Applied Roots Family | Applied Ai Course