CERTIFICATE IN DATA SCIENCE - IMS Proschool...with data Interest in problem solving Exploring...
Transcript of CERTIFICATE IN DATA SCIENCE - IMS Proschool...with data Interest in problem solving Exploring...
DATASCIENCE
CERTIFICATE IN
www.proschoolonline.com
ANALYTICSINSTITUTESIN INDIA
top
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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