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Attendance Link : https://docs.google.com/forms/d/e/1FAIpQLSc08mS3yPvMqL8sSD6izTxzhG7g4N7C_v1NOiKaFnM-lPDBEg/viewform?usp=sf_connection
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🎥Event Venue: Youtube
📅Event Date : 8th ஆகஸ்ட் – 10th செப்டம்பர்
⏰Event Timing : 5:30 to 6:30 PM
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What you will Understand?
✅Day-1: Overview A.I | Machine Learning
✅Day-2: Introduction to Python | How to produce code in Google Colab, Jupyter Notebook, Pycharm & IDLE
SUPERVISED LEARNING – CLASSIFICATION & REGRESSION
✅Day-3: Ad Sale prediction from an present consumer utilizing LOGISTIC REGRESSION
✅Day-4: Wage Estimation working with K-Nearest NEIGHBOR
✅Day-5: Character Recognition utilizing Support VECTOR Equipment
✅Day-6: Titanic Survival Prediction using NAIVE BAYES
✅Day-7: Leaf Detection working with Selection TREE
✅Day-8: Handwritten digit recognition utilizing RANDOM FOREST
✅Day-9: Assessing Classification design Efficiency working with CONFUSION
MATRIX, CAP CURVE Examination & Accuracy PARADOX
✅Day-10: Classification Product Assortment for Breast Cancer classification
✅Day-11: Dwelling Price tag Prediction applying LINEAR REGRESSION One Variable
✅Day-12: Examination Mark Prediction working with LINEAR REGRESSION Multiple Variable
✅Day-13: Predicting the Former wage of the New Personnel employing
POLYNOMIAL REGRESSION
✅Day-14: Inventory selling price prediction applying Assistance VECTOR REGRESSION
✅Day-15: Height Prediction from the Age making use of Selection TREE REGRESSION
✅Day-16: Motor vehicle price prediction using RANDOM FOREST
✅Day-17: Assessing Regression product general performance making use of R-SQUARED
Intuition & Modified R-SQUARED Intuition
✅Day-18: Regression Product Collection for Engine Vitality prediction.
UNSUPERVISED LEARNING – CLUSTERING
✅Day-19: Determining the Sample of the Shopper spent utilizing K-Implies
CLUSTERING
✅Day-20: Shopper Shelling out examination using HIERARCHICAL CLUSTERING
✅Day-21: Leaf styles knowledge visualization utilizing Theory Ingredient
Examination
✅Day-22: Getting Equivalent Film based mostly on position applying SINGULAR Price
DECOMPOSITION
REINFORCEMENT LEARNING
✅Day-25: Web Adverts. Simply click via Charge optimization utilizing Higher Certain
Self confidence
Normal Language Processing
✅Day-26: Sentimental Assessment applying Organic Language Processing
✅ Day-27: Breast cancer Tumor prediction applying XGBOOST
DEEP Learning
✅Day-28: Pima-Indians Diabetic issues Classification
✅Day-29: Covid-19 Detection utilizing CNN
✅Day-30: A.I Snake Game using REINFORCEMENT LEARNING
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👨👩👦👦Community:
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Satisfied Mastering
M.K Jeevarajan
DIRECTOR
PANTECH PROLABS INDIA
https://www.linkedin.com/in/jeevarajan/
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