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https://www.eventshigh.com/detail/chennai/b3fdb31d0474cd0738a4560ba1fbad1c-workshop-on-data-science-with

workshop on Data Science - With Mr.Sheik Muhamed Hasansha

0.0,0.0
Sat, 1 Feb 10:00AM - Sun, 2 Feb 4:00PM
CtrlAiHub
Rs 1000
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Details

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Two Day Data Science Workshop

Artificial Intelligence and Machine Learning are the new gears of human evolution! Like, Self-driving cars, brain-machine interfaces, software-controlled healthcare, human chatbots, and robotic automation are no longer the future, but researches are currently using these in many areas.

Machine Learning is the language of the latest intelligent machines it lies at the intersection of mathematical algorithms, computer science, and human logic. This workshop will give cutting edge ideas in state-of-the-art concepts of Machine Learning (ML) programs, as well as methods for designing new ML algorithms.

Topics to be covered in this workshop:

1) Intro to Machine Learning.

  • What is machine learning?
  • Application of machine learning
  • Types of machine learning
  • Supervised Machine Learning
  • Unsupervised Machine Learning
  • Reinforcement Machine Learning

2) Getting Started with Azure Machine Learning

  • What is Azure Machine Learning Studio?
  • Setting up the environment
  • Quick Tour of Azure ML Studio
  • Whats an Experiment?
  • Components of the Experiment

    • Data-set
    • Modules

3) Key Machine Learning Terms

  • Data Exploration
  • Data Mining
  • Descriptive Analytics
  • Predictive Analytics
  • Training of Data
  • Testing / Evaluation Data

4) Importing of Data

  • Overview
  • From a local file
  • From Online Sources
  • From an Experiment

5) How to choose an Algorithm

  • Accuracy
  • Training time
  • Linearity
  • Number of parameters
  • Number of features

6) Regression

  • Regression Overview
  • Understanding Linear Regression
  • Types of regression
  • Simple Linear Regression
  • Multiple Linear Regression

7) Hands-on Azure ML

  • Working with Simple Linear Regression
  • Managing Work-space
  • Importing of Data
  • Data Pre-processing
  • Visualization and Analyzing of Data-set
  • Splitting of Data-set into training and Testing set
  • Configuring the Model
  • Evaluation of Model

Date: 1st and 2nd FEB 2020

map: CtrlAiHub, Velachery

landmark: bethel matriculation school

nearest bus stand: Vijayanagar bus stand

snack and certificate provided

Fee: Rs 1000/- Per head

snack and certificate included

Note: bring a laptop for practical sessions

 

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Map & Directions

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CtrlAiHub No 13 D 4/1, 17 th cross street, Varadharajapuram, Tansi Nagar, Velachery, Chennai, Tamil Nadu 600042, India
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