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Syllabus, study tools, lectures, and curriculum map.

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Weekly outline

Syllabus

Week topics from the course map

00W00

Topic

Incomplete

01W01

Consumption and demand: Micro & Macro economics: the role of data, production, consumption and exchange, consumption baskets, sources of consumer sur

Incomplete

02W02

Micro-economic concepts: Utility: cardinal vs ordinal, indifference curves. Demand and supply curves, changes in demand and elasticity. production cos

Incomplete

03W03

Firm level strategies and performance data: Objectives and types of pricing strategies, analysis of firm performance - key ratios. Analysis examples:

Incomplete

04W04

Analysing industry level data: Industry definition and classification codes, IIP and PMI, industry market structure and concentration indices, competi

Incomplete

05W05

Case study 1 - Fabmart (E-Commerce): Introduction to E-Commerce, Fabmart case introduction, explanation of data set & questions to be answered, revenu

Incomplete

06W06

Fabmart case continued: Sales analysis, organisation of distribution centre, analysis of sales trends, average days of inventory, ledger, avoiding sto

Incomplete

07W07

Case study 2 - Ace Gears (Manufacturing): Introduction to the manufacturing sector, context of the automotive industry during the years 2019-2021, ex

Incomplete

08W08

Ace Gears case study continued:

Incomplete

09W09

Case study 3 - Tech Enterprises (IT): Introduction to HR as a function, Introduction to the Tech Enterprises, internal sourcing, ranking of internal c

Incomplete

010W10

Case study 4 - PayBuddy (Fin Tech): Introduction to Finance Industry and Fintech, payment processing and money flow, new credit product introduction,

Incomplete

011W11

Paybuddy case continued: Introduction to A/B testing, analysis of the A/B testing data, credit risk evaluation, risk-return tradeoffs

Incomplete

012W12

Discussion on student acquired data sets. Wrap upaWrap up (summary) of the case studies, course project work

Incomplete

Study tools

Memorize first

Compact recall strip

Open notes

1 min

OLAP & Multidimensional Analysis

Open this first for the core logic and traps.

Dive in

2 min

BI Tools & Visualization

Open this first for the core logic and traps.

Dive in

2 min

Big Data: Hadoop & Spark

Open this first for the core logic and traps.

Dive in

Practice Dock

One drill at a time, with Theo hints, teacher lanes, and a replay queue.

Use this when the theory is already clear and the goal is fast, clean retrieval under pressure. Mark weak questions, copy a revision pack, and move on.

TheoTeacherTextbookSpeedrun

Ask less. Recall more.

Open Practice Dock

SM-2 Active

Spaced Repetition

Flashcards

Spaced repetition engine for long-term retention of core concepts.

Start session

Not Available

Interactive Simulations

Visual Labs

Exam Mode

Adaptive Practice

Mock Exam

Set paper

Code Protocol

OPPE Simulator

Secure Comm-Link Terminal

Secure Comm-Link // @bdmpod6038

Uplink 12ms

Syllabus Synchronization: Active

Open current cue

Syllabus Matrix Registry

Global Course Index

Open Full Frame

Master Registry

v6.4 Directory

Foundational

Diploma

BSc Degree

BS Degree

PG / MTech

BSMS2001

Diploma

4 Credits

Business Data Management

A significant source of data sets and problems for data scientists will come from the business domain. This course provides a basic understanding o...

Deployment Hub External Docs

Execution Protocol

Module 0

Topic

Module 1

Consumption and demand: Micro & Macro economics: the role of data, production, consumption and exchange, consumption baskets, sources of consumer sur

Module 2

Micro-economic concepts: Utility: cardinal vs ordinal, indifference curves. Demand and supply curves, changes in demand and elasticity. production cos

Module 3

Firm level strategies and performance data: Objectives and types of pricing strategies, analysis of firm performance - key ratios. Analysis examples:

Module 4

Analysing industry level data: Industry definition and classification codes, IIP and PMI, industry market structure and concentration indices, competi

Module 5

Case study 1 - Fabmart (E-Commerce): Introduction to E-Commerce, Fabmart case introduction, explanation of data set & questions to be answered, revenu

Module 6

Fabmart case continued: Sales analysis, organisation of distribution centre, analysis of sales trends, average days of inventory, ledger, avoiding sto

Module 7

Case study 2 - Ace Gears (Manufacturing): Introduction to the manufacturing sector, context of the automotive industry during the years 2019-2021, ex

Module 8

Ace Gears case study continued:

Module 9

Case study 3 - Tech Enterprises (IT): Introduction to HR as a function, Introduction to the Tech Enterprises, internal sourcing, ranking of internal c

Module 10

Case study 4 - PayBuddy (Fin Tech): Introduction to Finance Industry and Fintech, payment processing and money flow, new credit product introduction,

Module 11

Paybuddy case continued: Introduction to A/B testing, analysis of the A/B testing data, credit risk evaluation, risk-return tradeoffs

Module 12

Syllabus

Topic

Consumption and demand: Micro & Macro economics: the role of data, production, consumption and exchange, consumption baskets, sources of consumer sur

Micro-economic concepts: Utility: cardinal vs ordinal, indifference curves. Demand and supply curves, changes in demand and elasticity. production cos

Firm level strategies and performance data: Objectives and types of pricing strategies, analysis of firm performance - key ratios. Analysis examples:

Analysing industry level data: Industry definition and classification codes, IIP and PMI, industry market structure and concentration indices, competi

Case study 1 - Fabmart (E-Commerce): Introduction to E-Commerce, Fabmart case introduction, explanation of data set & questions to be answered, revenu

Fabmart case continued: Sales analysis, organisation of distribution centre, analysis of sales trends, average days of inventory, ledger, avoiding sto

Case study 2 - Ace Gears (Manufacturing): Introduction to the manufacturing sector, context of the automotive industry during the years 2019-2021, ex

Ace Gears case study continued:

Case study 3 - Tech Enterprises (IT): Introduction to HR as a function, Introduction to the Tech Enterprises, internal sourcing, ranking of internal c

Case study 4 - PayBuddy (Fin Tech): Introduction to Finance Industry and Fintech, payment processing and money flow, new credit product introduction,

Paybuddy case continued: Introduction to A/B testing, analysis of the A/B testing data, credit risk evaluation, risk-return tradeoffs

Discussion on student acquired data sets. Wrap upaWrap up (summary) of the case studies, course project work

Compact recall strip

One drill at a time, with Theo hints, teacher lanes, and a replay queue.

Flashcards

Visual Labs

Mock Exam

OPPE Simulator

Secure Comm-Link Terminal

Syllabus Matrix Registry

Master Registry

Foundational

Diploma

BSc Degree

BS Degree

PG / MTech

Business Data Management

Execution Protocol

Topic

Consumption and demand: Micro & Macro economics: the role of data, production, consumption and exchange, consumption baskets, sources of consumer sur

Micro-economic concepts: Utility: cardinal vs ordinal, indifference curves. Demand and supply curves, changes in demand and elasticity. production cos

Firm level strategies and performance data: Objectives and types of pricing strategies, analysis of firm performance - key ratios. Analysis examples:

Analysing industry level data: Industry definition and classification codes, IIP and PMI, industry market structure and concentration indices, competi

Case study 1 - Fabmart (E-Commerce): Introduction to E-Commerce, Fabmart case introduction, explanation of data set & questions to be answered, revenu

Fabmart case continued: Sales analysis, organisation of distribution centre, analysis of sales trends, average days of inventory, ledger, avoiding sto

Case study 2 - Ace Gears (Manufacturing): Introduction to the manufacturing sector, context of the automotive industry during the years 2019-2021, ex

Ace Gears case study continued:

Case study 3 - Tech Enterprises (IT): Introduction to HR as a function, Introduction to the Tech Enterprises, internal sourcing, ranking of internal c

Case study 4 - PayBuddy (Fin Tech): Introduction to Finance Industry and Fintech, payment processing and money flow, new credit product introduction,

Paybuddy case continued: Introduction to A/B testing, analysis of the A/B testing data, credit risk evaluation, risk-return tradeoffs

Discussion on student acquired data sets. Wrap upaWrap up (summary) of the case studies, course project work

Video Archive

Intelligence Hub