Ai=ml academic-institutions-Webinar
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This webinar provides an introduction to artificial intelligence and machine learning for undergraduate and graduate students. It covers installing the necessary tools like Jupyter Notebook and Python. Students will learn basic machine learning concepts and algorithms through hands-on demos of tasks like image processing, object detection, and face detection. The webinar aims to help students upgrade their skills for career opportunities in AI, as the field is growing rapidly across many industries. The trainer has over 20 years of experience and will provide an 8-week course with biweekly classes, exercises, and additional learning resources to help students learn Python programming for machine learning.
Ai=ml academic-institutions-Webinar
- 1. Artificial Intelligence and Machine Learning 1 Jump Start Your Career A WEBINAR by DATAGROUNDED In Collaboration with Baba Banda Singh Bahadur Engineering College
- 2. 2 This Webinar is specially Tailored for Undergraduate or Graduate Students, interested in getting started with Machine Learning/AI. This is the right time to Learn AI/ML concepts for Students, This will add great value to their Skillsets, Knowledge and opportunities Future is Here • AI/ML is considered the electricity of next Industrial revolution • AI Business is expected to reach 190Billion USD by 2025 • Almost all Industries now have to adapt to AI/ML for their survival and growth • Students/Engineering Graduates will benefit greatly by upgrading their skillset with AI/ML
- 3. DEMOS 3 • Jupyter Notebook, Python, Scikit Learn • How To Do Image Operations using OPEN CV • Demo of the Object Detection • Object Detection on Videos • Face Detection on Camera TOPICS COVERED • Understand Installation of Tools needed for AI/ML like Jupyter Notebook • How to Run AI/ML Programs, Numpy, Pandas, Plots and Graphs • Overview of Various Areas in Machine Learning and Deep Learning
- 4. TOPICS COVERED PYTHON 4 JUPYTER NOTEBOOK MACHINE LEARNING/AI OBJECT DETECTION FACE DETECTION TRENDS IN THE MARKET Most Widely used Language for AI/ML Tool to do AI/ML Programming, Easiest for Learning Classical Machine Learning, Deep Learning Intro Detect Objects in the Images and Videos Detect Faces in Camera and Video Discuss Career Prospects for AI/ML
- 5. Our AI/ML Courses– 8-10 WEEKs (2.5 hours/Week) HANDS ON TRAINING Learn by Executing Python Programs. , Course is more focused on Hands on Experience in Writing Python Programs SIMPLE AND EASY You will learn AI/ML in simple and easy steps, You can gradually learn to write complex AI/ML/Python Programs WEBINAR BASED You will learn Python in 8 classes of 2 hours each, You will also receive recorded videos and content for each of the sections. You can continue to learn from this account for ever ADDITIONAL RESOURCES Guidance from Industry Experts and access to Valuable AI/ML/Python resources
- 6. AI/Machine Learning with Python (2.5 hours/Week) PYTHON • Basic Python Programming • NumPy and Pandas • Plots and Graphs • File and Image Operations FEATURE ENGINEERING • Data Preprocessing • Exploratory Data Analysis • Dimensionality Reduction and PCA • Data Transformation, Distance/Metrics PROBLEM BASED LEARNING • Clustering Problems • Face Detection • Image Classification • Introduction to Neural Networks and Deep Learning • DataSets, Industry Relevant Problems REGRESSION - CLASSFICATION • Linear Regression, Gradient Descent Algorithm, • Error Functions • SCIKIT Learn Tools • Logistic Regression, SVM, Decision Tree, Bayes • Classification Report, Performance Metrics INTRO TO DEEP LEARNING AND NLP • Introduction to NLP • Introduction to Neural Networks and Deep Learning • Problem based Learning
- 8. About the Trainer 8 About DataGrounded Pvt Ltd DataGrounded was founded with a mission to Impart High Quality Technical Education, Especially in the Area of Machine Learning and Artificial Intelligence. One of our Goal has been to contribute to Research and Development by Empowering students with technical Skillsets and Most affordable Education Nagaraj B • IT Professional with over 20 years of Experience • Over 11 years of Experience in No.1 Chipmaker in the World, Qualcomm • Part of Core Team Commercializing SnapDragon Chipsets 630,660,730,7500 • Education from India's Top Educational Institutes IIT Chennai(B.Tech), IISc Bangalore(ME) • Machine Learning PGP from BITS, Pilani • A Meditation Teacher and Organizer in Various Meditation Events Website: https://www.datagrounded.com/mlwebinar Youtube: https://www.youtube.com/c/nagarajbmachinelearning
- 9. THANK YOU! 9 DataGrounded: Website: https://www.datagrounded.com/mlwebinar Youtube: https://www.youtube.com/c/nagarajbmachinelearning Baba Banda Singh Bahadur Engineering College: Website: http://bbsbec.edu.in/