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https://www.eventshigh.com/detail/chennai/ac92c8264a0615495a27a1a6753c335b-free-hands-on-artificial-intelligence

Free Hands on Artificial Intelligence & Machine Learning

12.8227199,80.2159516
Sun, 28 Jul 11:00AM
ITM New Wave IT Labs Chennai , south chennai
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Details

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Free Hands-On ARTIFICIAL INTELLIGENCE & ROBOTICS
Timing:
11:00 AM -02:15PM

Agenda :

Module 1: Introduction to Data Science (Duration-30 mins)
-What is Data Science?
-What is Machine Learning?
-What is Deep Learning?
-What is AI?
-Data Analytics & its types

Module 2: Introduction to Python (Duration-15mins)
-What is Python?
-Why Python?
-Installing Python
-Python IDEs
-Jupyter Notebook Overview

Module 3: Python Basics (Duration-30 mins)
-Python Basic Data types
-Lists
-Slicing
-IF statements
-Loops
-Dictionaries
-Tuples
-Functions
-Array
Selection by position & Labels

Module 4: Python Packages (Duration-15 mins)
-Pandas
-Numpy
-Sci-kit Learn
-Mat-plot library
-Module 5: Importing Data (Duration-15 mins)
-Reading CSV files
-Saving in Python data
-Loading Python data objects
-Writing data to csv file

Module 6: Manipulating Data (Duration-15 mins)
-Selecting rows/observations
-Rounding Number
-Selecting columns/fields
-Merging data
-Data aggregation
-Data munging techniques

Module 7: Statistics Basics (Duration-30 mins)
-Central Tendency
-Mean
-Median
-Mode
-Skewness
-Normal Distribution
-Probability Basics
-What does mean by probability?
-Types of Probability
-ODDS Ratio?
-Standard Deviation
-Data deviation & distribution
Variance

Module 8: Machine Learning
-Supervised Learning (Duration-30 mins)
-Linear Regression
-Linear Equation
-Slope
-Intercept
-R square value

About Speaker:
Mr.Vijayakumar Sankaran

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case studies, new wave, machine learning, mohamed kedir, artificial intelligence, backbone, getting started, workflow, statistics, data science, robotics, probability, data analytics, numpy, science, technology, LetsUpgrade Chennai,