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Artificial Intelligence

workshop - coding / computing
March 2, 2020
9 a.m.

600.Rs

9790660429

ADM - DAA Lab

ADM - DAA Lab

14 Hours


Artificial Intelligence is just as the word implies, the intelligence is artificial, programmed by humans to perform human activities. The artificial intelligence is incorporated into computer systems to create AI Systems that ultimately functions as units of “thinking machines”. General AI Systems can solve problems intelligently. (Example: AI-powered Stock Trading System) Narrow AI Systems can perform specific tasks very well.


Hosting Company: BuzzTech Training Institute

Course Content:
  • Why should I learn AI?
  • Introduction to AI
  • Understanding the terminologies and differences – AI, Machine Learning, Deep Learning and Data Science
  • Types of Machine Learning – Supervised Learning, Unsupervised Learning and Reinforcement Learning
  • Key Supervised learning problems – Regression and Classification
  • Machine Learning - the end-to-end process
  • Machine Learning Algorithms
  • Types of ML algorithms
  • Key ML algorithms - Linear Regression, Logistic Regression, SVM, Decision Tree and Random Forest
  • Data Preparation
  • Exploratory Data Analysis (EDA)
  • Data Cleaning
  • Feature Engineering
  • Model training, evaluation and tuning
  • Python (if participants are not familiar with this)
  • Introduction to key ML libraries – Numpy, Pandas, Matplotlib, Seaborn and Scikit-learn
  • Hands-on
  • Data Analysis + Visualization
  • EDA
  • Models
  • Regression and Classification problems