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    • Big Data and Analytics
      • Data Science and Machine Learning Certification
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Machine Learning with Python Certification

Why IvyCourse OutlineCourses DurationCourse FeeEligibility

 

About the Course

Machine Learning is simply making a computer perform a task without explicitly programming it. In today’s world every system that does well has a machine learning algorithm at its heart. Take for example Google Search engine, Amazon Product recommendations, LinkedIn, Facebook etc. All these systems have machine learning algorithms embedded in their systems in one form of the other. They are efficiently utilizing data collected from various channels which helps them get a bigger picture of what they are doing and what they should do.

This course provides learners the best combination of theory and practical aspects of machine learning along with relevant case studies, making it a crisp and hands-on programme.

 

Why Ivy

IVY is ranked in the top 10 institutes for Big data and Analytics schools in the country (Analytics India magazine, 2014 ranking). We are the official training partners of companies like Cap Gemini, Genpact, HSBC, Cognizant, eBay/Paypal etc and more than 60 Analytics companies recruit from us. Our prized faculty are associated with esteemed organizations like ISI, IIM’s IIT and US universities.

 

Course Outline
Module I: Basic Python and Linear Regression
  • Basic python and environment,Pandas,Matplotlib
  • Linear Regression

 

Module II: Classification and Parallel Computing
  • Logistic Regression
  • Probability and Bayes Theorem
  • Parallel Computing [Parallel/Distributed Computing/Multithreading]

 

Module III: Clustering and Decision Trees
  • Clustering
  • Decision Tree and random Forest

 

Module IV: Unsupervised Learning and SVM
  • Unstructured Text
  • Support Vector Machine

 

Module V: Deep Learning
  • Neural Network
  • Convolution Neural Network (Keras) – Image Classification
  • Recurrent Neural Network with LSTM – Build a chatbot

 

Course Duration

Course Duration – 30 hours

 

 

Course Fee

INR 24,900 plus taxes

Detailed course brochure.

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Eligibility

Under-grad or Post-grad in Maths/ Stats/ Economics/ Commerce/ Finance

MBA Students (All Streams)

3rd and Final Year B.E./ B.Tech

Banking/ Finance/ IT/ KPO Working Professional

Software professionals with ETL/Programming background

 

Projects

Forest fires dataset

Predict Rossman Sales

Titanic Survival Analysis

Spelling Corrector (Google)

Image Compression and Face Detection

BNP Paribas Claims Management

Amazon Sentiment Classifier

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Launch Your Global Analytics Career with IVY

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Why Analytics?

As organisations and SMEs become increasingly data-driven, there arises the need to make sense of all that data and convert it into meaningful insights. In a competitive environment, analytics becomes the driving force that facilitates decision making – to leverage the insight for innovative strategies as well as for an effective ROI on investment.

More on Analytics

  • Analytics at IVY
  • Business Analytics Foundation Certification
  • Big Data Hadoop Certification
  • Predictive Analytics with R Certification
  • Pick Your Module
  • Advanced Analytics
  • Data Visualization
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ANALYTICS COURSES

  • Business Analytics Certification
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