Last Enrollment Date : 24th August'19

Advanced Certificate Program in Machine Learning
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Advanced Certificate Program in Machine Learning

Program Highlights:
Praxis Certification, Placement Support, Assignments…

Advanced Certificate Program in Machine Learning

This Advanced Program on Data Science has a perfect blend of Technology, Data Science and Business cases and insights; it stands out to be among the best in the world. This uniquely blended Program is brought to you by Praxis, a Top-ranked Analytics B-School in India.

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INR 29,800

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Program Summary

  • 10 credits
    Credits

    With this course, you are 5 credits short of an assured placement.

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  • Duration 6 months
  • 40 Hours of projects/Assignments
  • 81 Hours of online sessions

Modules

Statistics 101

Introduction to Statistics

Introduction to Statistics – II

Measures of Central Tendency, Spread and Shape – I

Measures of Central Tendency, Spread and Shape – II

Measures of Central Tendency, Spread and Shape – III

Measuring Association

R Programming
R Programming Introduction to R – I Introduction to R – II Common Data Structures in R     Conditional Operation and Loops Looping in R using Apply Family Functions Creating User Defined Functions in R Graphics with R Advanced Graphics with R
Python

Understanding Basics of Python

Control Structures and for loop

Playing with while loop | break and continue

Strings and files

List

Dictionary and Tuples

Data Mining 1 - Machine Learning with R & Python

Introduction to NumPy

Introduction to Pandas

Slicing Data

Exploratory Data Analysis

Exploratory Data Analysis (Continue)

Missing Value Imputation and Outlier Analysis

Linear Regression Motivation

Linear Regression optimization objective

Linear Regression in Python

Introduction to Regression Tree

Introduction to Classification Tree

Measures of Selecting the best Split

Cluster Analysis – Hierarchical Clustering & k-Means Clustering

Customer segmentation in Telecom Industry using Cluster Analysis

k-Means clustering

Association Rules mining

Market Basket Analysis

Data Mining 2 - Advanced Machine Learning with R & Python

Sources of Error (Irreducible error, bias and variance)

Formally defining the 3 Sources of Error

Linear Regression – Multicollinearity (VIF)

Qualitative Predictors – Use of Dummy Variables

Observing overfitting in Polynomial Regression

Regularized Regression (L2 – Regularization) – To avoid overfitting

Regularized Regression (L1 – Regularization) – Feature selection using regularization

Regularized Regression – How does regularized regression handles multicollinearity?

Decision Tree – Pruning

Bagging Models

Designing your own Bagged Model

Random Forest

Boosting (Ada Boost)

K Nearest Neighbour – Concept. kNN algorithm for k=1 and k>1

Writing a K Nearest Neighbour algorithm from scratch

Comparison of kNN with Linear Regression; Difference between kNN and kMeans.

Revision of basics of Linear Algebra

The Theory of dimension reduction

Practical – Compressing an image file [Practical using R Software]

Practical – Compressing an image file [Practical using R Software] (Continue)

Course Highlights

  • Big Data for MBA Professionals Online

    Real-time Internship

    An internship allows you to apply classroom knowledge in real life situations. We help you find relevant work experience opportunities in organizations involved in Big Data Analytics.

  • Big Data Analytics for Techies Online

    Placement Support

    Our Placement Division helps our students meet companies that practice Big Data Analytics. Our Placement Division has positioned students in some of the top companies like Siemens, American Megatrends, Dell and HCL.

  • Big Data Analytics Training for Engineers

    Training Methodology

    This course involves several hours of Live Faculty session and recorded live session. It also has multiple guest lectures every month. Along with live classes, the course has industry catalyzers, opinion polls, observers and self-assessments.

  • Big Data Analytics for Freshers Online

    Capstone Projects

    During the course, the students pursue autonomous research on a question or problem of their choice, involve with the academic learning in the related disciplines, and - with the supervision of a faculty and industry mentor - produce a significant paper.

  • Big Data Analytics for Techies

    Industry Connect

    We connect you with industry leaders who play a major role in the Data and Analytics Domain. Connecting with such people can help you in job hunting, career networking and professional progress.

  • Big data analytics training in chennai

    Learn through Case Studies

    Case studies help you to emphasize detailed contextual examination of a restricted number of events or circumstances and their relations. It helps in obtaining in-depth info about an individual, group, or occurrence.

Key Features of the Program

  • Effective & Appealing Content

    We offer a unique combination of research-led futuristic pedagogy and globally benchmarked content. Our modules are backed by extensive research which has made our education system both appropriate and exciting for our learners.

    MBA Programs for Big Data Analytics
  • Highly Experienced Faculty for Big Data

    At 361 DM, we have a group of highly qualified faculty from IIT Kanpur and IIT Kharagpur. Our faculties have worked with PwC and IBM and have years of experience in pioneering several Big Data and Analytics projects globally.

    Big Data for MBA Professionals
  • Certificate from Praxis Business School

    Praxis Business School, Kolkata, is a premier B-School whose courses are rated among India’s top two in Big Data and Analytics domain. It is one of the most trusted and influential management education institutions in India.

    Business Analytics for Big Data Professionals
  • Internship

    An internship allows you to apply classroom knowledge in real life situations. We help you find relevant work experience opportunities in companies that look for Professionals skilled in Big Data Analytics.

    Top 10 Business Analytics Courses in India
  • Placement Support

    Our Placement Support Entity helps our students meet companies that work with Big Data and Analytics. Our students have been placed in some of the top companies like Siemens, American Megatrends, Dell and HCL to provide meaningful placement support..

    Online MBA Programs in Business Analytics
  • New Age Learning Platform

    The i-meta platform of 361 DM, enabled with unique augmented and virtual reality-led classes allow mobile learning i.e., you can learn anytime and anywhere. You can also learn by downloading the 361DM App in your smartphone. Our platform facilitates group discussions, learning resources, performance records, post-class assessments, e-library, and opinion polls during classes.

    Big Data Analytics in India
  • Dedicated Support Team

    We have a dedicated team to support you throughout the course – from the application to the certification! You can reach us whenever there is any need for assistance, just at the click of a button.

    Big Data Tutorial for Beginners
  • Education Loan

    Good Education ensures good future. We ensure your financial needs are taken care of as you move ahead in getting educated to build an awesome career. You can always apply for an Education Loan to join select courses.

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Outcome of the Program

Advanced Certificate Program in Data Science is one of the key requisites in any large organization. The time is at its best for someone to take up a career in this domain. Enormous opportunities and extreme dearth in getting candidates force large organizations go helter-skelter. It is imperative that career seekers grab this opportunity.

Big data course in chennai

About the Praxis

Praxis Business School, Kolkata, is a premier B-School whose courses are rated among India’s top two in Big Data and Analytics domain. It is one of the most trusted and influential management education institutions in India. Praxis Business School is motivated by the desire to generate business professionals who can partake in and add to the economic development of the country.

MBA International Business Online

Mentors

Congratulations! On choosing Advanced Certificate Program in Machine Learning Program, You get a Silver Card Membership!! That's not all!! With just a few add ons to your kitty, you can now claim a Gold Card or Platinum card!!

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Course Details

Course Fee in INR Credits Premium Membership
Advanced Certificate Program in Machine Learning 29800 10 Silver
Total Fees 29800
Silver Card

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