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SAP Data Science

Implementation Partner
Training: The tra Mode: Online + Self Directed Learning + Classroom Fa
Day Core – 2 hrs
1 Speaking Skills
Extempore (Any topic – 2 minutes)
Communication check – Content, structure (introduction, body, conclusion) & Grammar
Overall feedback and areas of improvement (focus on Grammar – Nouns, Pronouns, Adjectives, Singular – Plural)
Exercises – Word building, homophones
2 Writing Skills
Free flow writing(80 – 100 words) – Any topic
Check – Content, structure (5 W & 1 H) & Grammar (Articles, Prepositions, Capitals, Punctuations)
Overall feedback and areas of improvement
3 Structuring
Structuring – Tools & Techniques (5Ws & H, Comprehensive vs Detail) Grammar – Verbs, Adverbs, Tenses Exercises – Degree of comparison
Assignment – Structuring (Individual) – Topics to be shared
4 Presentation on a familiar topic – Using Structuring tool (5Ws & H, Comprehensive vs Detail)
Feedback on the relevant content, structure, body language, grammar and general etiquette of presentation
5 Speaking skills – Reciting a poem
Importance of pacing, tone & intonation and how it impacts the way you talk
Overall feedback and areas of improvement Subject – verb agreement, Conjunctions
6  
7 Presentation skills – Structuring
Overall feedback and areas of improvement
Presentation skills – Do’s and Don’ts
  8   Reading Skills – Reading a passage and summarizing the same Importance of Interpretation (comprehension)
Exercises – Idioms & phrases
    9   Speaking skills – Scenarios for ‘Small talk’ Empathy, body language & assertiveness Exercises – Antonyms & Synonyms
    10   Writing Skills Email writing(Leave application)
Basic email etiquette – Anatomy of email, structure, look & feel, ethical guidelines
    11   Speaking skills – Scenarios for Conversational English
Feedback on MTI, Pronounciation & common errors and how it impacts the way you talk, Indianism
Overall feedback and areas of improvement Exercises – Idioms & Phrases
12  
  13 Understanding basic communication skills – Why & What of communication
Assignment – Draw a bug / building / flower with instructions (Discussion on assumptions in communication)
    14   Channels of Communication – Data, Voice and Video
Process of selecting an effective channel for communication – various factors
    15   What & why of Critical thinking & Assignment
Quality of thinking – Clarity, accuracy, relevance, logic
Why Critical thinking – purpose, point of view, data/information, questions, assumptions, inferences
Assignment – Making a judgment and applying it in different situations
    16     What & why of analytical skills & Assignment
Problem definition – Identification of the problem
Problem solving – Data gathering, data sorting, data interpretation Decision making and implementation
    17   Importance of ‘Attention to detail’ – reducing errors Using the skill in Reading and Writing skills Verification of work / document by self / peers Imapct on quality and productivity
18  
  19 Teamwork: Team building activity + Debrief Introducing Teamwork- 5 Stages
(Work effectively with colleagues)
      20     Professionalism
Professional behaviour – Dressing, grooming, greetings Time management & productivity
Attention to detail in work
Effective communication – Real & virtual
    21   Impression Management
Awareness on Impression Management – What & Why
Basic etiquettes and manners, appearance, body language, hygiene, social protocols, online impressions
Role play (2 scenarios) + Aspects of impression management
  22 Listening skills
Hear vis-à-vis Listen
Various aspects of Listening – Accent & Interpretation
Effective listening – Do’s & Don’t’s
  23 Telephone Etiquette
Difference between a regular conversation and a telephonic conversation Placing Calls – Before, during & closing calls
24  
    25   Interpersonal Effectiveness
Why & What of Interpersonal effectiveness
Factores influencing Interpersonal Effectiveness – Assertiveness, Body language & Emphathy
    26     Relationship Building
Importance of relationships at a workplace and ways to build and maintain relationships at work
  27   Flexibility & Attitude
Not being defensive, Having an open Mind & Accepting the reality of change
    28   Resume Writing
Resume writing skills – Do’s and Don’t’s
Assignment – Writing a Resume
    29 Interview Skills – Effective & Unique introductions Strengths and areas of improvement
Role play – Introductions with strengths and weaknesses (speak in a public forum)
Reinforce impression management & professionalism with reference to
interviews
  30  
  31 Interview skills – Do’s and Don’t’s
Some common questions – Situation based Application of technical and behavioural skills
Reinforce impression management & professionalism with reference to
interviews
    32 Group discussions – debrief – what went well and what needs to be improved
Grabbing opportunity, giving chance to the others to speak, respecting others’ opinion, relevant content, summarizing
List of topics – to be shared
Reinforce impression management & professionalism with reference to GDs
33  
266 hrs of Classroom training
Expectation setting + Baseline assessment
Technical (R + DB + DW + NoSQL + Java)
Hands On
Core skills
Assessments
110 hrs of Online training
E2E – Level 8 to 10
Learn to Code
Relational Database
PL/SQL
Java Power

Curriculum : R + DB + DW + NoSQL + Java
(266 hrs of Classroom training + 135 hrs of Online training)
NASSCOM Foundation and Training Provider : iPrimed [for Government of Karnataka’s Y

ining programme will run in a context based blended mode focusing on communication, behavioural and t cilitation + Hands On + Interventions (Role Play, Exercise, Simulations, Creative Work etc) + Evaluations – Re

Technical (JAVA) – 2hrs

Programming fundamentals using R Basic Syntax, Variables, Data Types, Conditional statements
, Loops and iterations
Programming fundamentals using R Functions, Package, String
Data Representation using R Pie Charts, Bar Charts, Histograms, Line Graphs Boxplots & Scatterplots
Data Representation using R Graphics and tables
Working with larger datasets
Data Analysis using R Mean ,Mode, Median, Variance, Standard Deviation
Aptitude(3hrs) +Assessment(3hrs)
Data Analysis using R Skewness, Kurtosis, Correlation
Predictive Analysis Introduction and Prerequisites for Predictive Modelling
Predictive Analysis What is predictive modelling? Why predictive modelling?, Applications of predictive modelling
Regression Analysis Introduction to Regression Analysis
Linear Regression Concept Implementing Linear Regression in R
Regression Analysis Multiple Regression Concept Implementing Multiple Regression Concept in R
Aptitude(3hrs) +Assessment(3hrs)
Regression Analysis Logistic Regression Concept Implementing Logistic Regression Concept in R
Overview of BI Overview of Business
Intelligence What is BI?
Why is BI important & Where can we use it?
Components of BI BI Roadmap
Data Warehousing What is DW, Why do we need
it?
Datawarehouse Architecture & its components.
Define Star Schema, Facts & Dimensions
Type of Fact table and
Data Warehousing Overview of Conceptual / Logical / Physical Data model Intro to CLDM,FSLDM and iLDM
Understand OLTP & OLAP
DSS (Decision Support System) Data mapping
DW / SQL RDBMS Concepts (3 Normal Forms & BCNF)
Data Warehouse vs Data Mart SQL Overview
RDBMS Concepts
Aptitude(3hrs) +Assessment(3hrs)
DW / SQL Databases Syntax Data Types Operators
Expressions
DW / SQL Create Database Drop Database Select Database Create Table Drop Table, Insert Query Select Query Update Query Delete Query
DW / SQL Where Clause AND & OR Clauses Like Clause
Top Clause Order By Group By
Distinct Keyword
Sorting Results
DW / SQL Constraints Using Joins Unions Clause
NULL Values
DW / SQL Alias Syntax Indexes
Alter Command
Truncate Table
Aptitude(3hrs) +Assessment(3hrs)
DW / SQL Alias Syntax Indexes
Alter Command Truncate Table Using Views Having Clause Transactions
Wildcards
DW / SQL Date Functions Temporary Tables Clone Tables
Sub Queries Using Sequences
Handling Duplicates
Injection
NoSQL/Mongo DB Introduction to NoSQL Database
Introduction to MongoDB Difference between MongoDB
& RDBMS
NoSQL/Mongo DB Installation Database Creation
Creation of Collections & Documents,Querying, Aggregations & filters
Core Java Java Programming Elements OOPs concepts
Classes & Objects Inheritance,Modifers & Access Specifiers
Aptitude(3hrs) +Assessment(3hrs)
Core Java Packages & Access Modifiers Array of Objects
Core Java Exception Handling User Defined Exception Abstraction & Interface Collections
Final Assessment
  In Hrs
  8
  128
  54
  64
  12
  In Hrs
  25
  30
  25
  25
  30
uva Yuga Programme]
echnical skills.
gular (Observations + Assignments + Assessments)

Self Study / Assignments – 2 hrs

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