DATASCIENCE

CERTIFICATE IN

www.proschoolonline.com

ANALYTICSINSTITUTESIN INDIA

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10

2018

LEARN ARTIFICIAL INTELLIGENCE & DEEP LEARNING

TRENDING TOOLS-TENSORFLOW, PYTHON, TABLEAU

IT'S EASIER TO SAVEPAPER THAN PLANTING TREES.ASK FOR AN E-BROCHURE

The CDS program is a 6 months weekend program, with a prime focus on skill needs of the three major profiles namely machine learning engineer, data analyst and entry level requirements of the data engineer profile. The classroom is going to be one of its kind that you have never experienced before, with real life case studies and group activities.

If you haveInterest in programming

Curiosity with data

Interest in problem solving

Exploring possibilitieswith Machine Learningand AI

Interest in Technology

then CDS program isfor you.

"The number of Data Science and Analytics job listings is projected to grow by nearly 3,64,000 listingsby 2020”

Opportunities across industries

Finance & Insurance

Manufacturing

Information

Health & Social Assistance

Retail Trade

Professional Services

Forbes

A) Module 1: Business Analytics

Concepts such as Data Distribu�on, Types of Graphs, Devia�on and Variance

Basics of Sta�s�cs

Get introduced to Sampling, Probability Distribu�on, Bayes' Theorem, and Hypothesis Tes�ng

Advanced Sta�s�cs

Learn Missing Value Treatment, Feature Engineering, Univariate and Bivariate Analysis

Exploratory Data Analysis

Algorithms will be taught using Python, with introduc�on to R

Python & R

Apply Linear and Logis�c Regression, Model Building, Model Analysis on Industry-based case studies

Regression Analysis

Learn Different Components, Forecas�ng, Model Valida�on

Time Series

Perform Hierarchical Clustering, K-means Clustering, Scaling

Clustering

Apply Decision Tree, Random Forest, KNN, Naïve Bayes'Classifica�on

Learn about Data Types in SQL and how to manipulate data in SQL to make it analysis ready

SQL

Learn to prepare interac�ve dashboards with ac�ve filtersTableau

B) Module 2: Advanced Machine Learning & Artificial Intelligence

Learn the most advanced algorithms such as SVM, KNN, Ridge Lasso Regression, Principle component analysis

Advanced Machine Learning

Understand the concepts such as Sen�ment Analysis, Term Document Matrix, Spars Words

Text Mining

Using Tensorflow to build basic to advance machine learning models

TensorFlow

Introduc�on to neural networks, MLPNeural Networks

Learn concepts like CNN & RNN and its usesDeep Learning

Matrix factorisa�on, Cosine similarity and its applica�onRecommender system

Syllabus Overview

6MONTHSWEEKEND PROGRAM

Industrial Case Study Covered in

ClassroomAt Proschool we believe in

learning by doing and we do it well by simulating business problems in our curriculum.

Below is a small snapshot of the case studies you will be

doing in the class.

Credit card Customer Analysis

Different Probability In Flight Sitting plan

Feature engineeringin Titanic Case

Labor Income Evaluation

Analysis of Trip Advisor agencies

Analyzing Departure of an intellectual assetfrom a company

Classifying Customer Churn

Certification &Criterion

Certificate in Data Science - From IMS Proschool and NSDC

Additional certification in Business Analytics from NSE Academy (optional)

Categorizing various Reviews of TripAdvisor.

ACTIVELEARNING

TRAININGBY INDUSTRYPROFESSIONALS

CERTIFICATIONBY IMS PROSCHOOL& NSDC

24*7 ACCESS TOLEARNING MANAGEMENTSYSTEM

FLEXIBLE WEEKENDBATCHES

02.01.

03.04.05.

PROGRAMHIGHLIGHTS

StudyoptionsClassroom Program (Weekend)

Live VirtualClassroom (Weekend)

LEADING COMPANY FOR PROFESSIONAL STUDIES• Trained over 2000 Students in the field of Analytics

• Trained over 20,000 working professionals for leading BFSI companies such as SBI, BOI, UTI,

Kotak, ICICI, Sundaram BNP Paribas, Citibank

• Trained over 6,000 students under Financial Analyst Series

• Trained over 10,000 under privileged students for State & Central Government

Proschool, is an initiative of IMS. At IMS, our goal for the past 41 years has been simple – Build a

long-term successful career. Proschool is an extension of the same mission. At Proschool, we

provide practical skills and knowledge at affordable cost in the shortest possible time. Our

endeavor is to get students into jobs that give them useful e xperience for a successful and long

term career.

IMS Proschool with its parent organization has trained over 3,00,000 students across India for ® CMdifferent competitive exams and professional courses such as CFA Program, CFP , CIMA, CPA, etc.

ABOUT US

HISTORY OF TRUST• IMS Group is training students since 1977.

• IMS ranked among the “most trusted” education brands.

• IMS Proschool has emerged as a leading national player in professional skills training.

• IMS Proschool has been awarded The Best Learning Partner by CIMA India.

• IMS Proschool ranks 4th among the Top 10 Analytics / Data Science Training Institutes in India in

2018 by the Analytics India Magazine.

OUR C ENTRES

® CMFinance Analyst : CFA Program | Financial Modeling | PGP- IBCM | | CFP

Analytics : Business Analytics | PGD in Data Science | Certificate in Data Science

Marketing : Digital Marketing

Management Accounting : CIMA | PGP in Management Accounting

Accounting : ACCA | IFRS

PROGRAMS

PARTNERSHIP & ASSOCIATION

Skill training partner of Na�onal Skill Development Corpora�on since 2014

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