Channel Title: Applied AI Course Channel Description: 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. <video> Live: ML System-design of an Image Search Engine Description: AppliedAICourse.com </video> <video> Live on 27th Nov: Practical Time series Forecasting Description: </video> <video> Live on 2nd Oct: Recap of Math for ML Description: AppliedAICourse.com </video> <video> Live on 21st Aug: Design a Youtube Shorts/Reels/Tiktok feed recommender system Description: AppliedAICourse.com AppliedRoots.com Scaler.com </video> <video> Live: Recap of Probability and Statistics Description: AppliedAICourse.com </video> <video> Live on 31st July: Interview Session on CNNs Description: AppliedRoots.com </video> <video> Live on 28th Aug: Knowledge Distillation in Deep Learning Description: AppliedAICourse.com Scaler.com </video> <video> Live on 1st Jan: Interactive Interview Session for Data Analyst roles Description: AppliedAICourse.com </video> <video> LIVE: Scenario based interview Questions Description: AppliedAICourse.com </video> <video> Live on 11th Sept: ML Deployment Scenarios Description: AppliedAICourse.com </video> <video> Let's scale up: AP and Telangana edition Description: Registration link: https://www.scaler.com/event/let-s-scale-up-telengana-andhra-pradesh/ </video> <video> Admissions are opened for GATE CS 2024 Description: #gatecs2024 #gate2024 #appliedgate </video> <video> Live on 22nd Jan 2023 Description: AppliedRoots.com </video> <video> Problem on Baye's Theorem | Problem Solving Description: #gatecse2023 #bayestheorem #problmesolving For more details about the GATE Applied Course: https://gate.appliedroots.com </video> <video> Live on 7th Aug: UMAP for visualising high dimensional data Description: AppliedAICourse.com AppliedRoots.com </video>

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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.

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