why it fumbles analytics

14
WHY IT FUMBLES ANALYTICS GROUP Chirag Pilkhwal (201032) Kapil Goyal (201057) Rohit Maini (201135)

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Discusses about why it is important to know what actually the data means rather than what technology is used to gather the data.

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Page 1: Why IT Fumbles Analytics

WHY IT FUMBLES

ANALYTICS

GROUP

Chirag Pilkhwal (201032)

Kapil Goyal (201057)

Rohit Maini (201135)

Page 2: Why IT Fumbles Analytics

An

alyt

ics

pro

ject IT project

Page 3: Why IT Fumbles Analytics

• Commissioned to address an opportunity.

• Exploration of information.

• It sees information as something that people themselves make valuable.

• Important role of cognitive and behavioral skills.

• Addresses a problem.• Deployment of

technology.• It sees information as a

resource that resides in databases.

• Engineering and mathematical skills required.

IT PROJECTANALYTICS PROJECT

Comparison

Page 4: Why IT Fumbles Analytics

Place People at the Heart of the Initiative

Many managers are not comfortable working with data.

Page 5: Why IT Fumbles Analytics

Place People at the Heart of the Initiative

Page 6: Why IT Fumbles Analytics

Information Use is the Way to Unlock Value from IT

Page 7: Why IT Fumbles Analytics

Information Use is the Way to Unlock Value from IT

Page 8: Why IT Fumbles Analytics

Information and Technology

Page 9: Why IT Fumbles Analytics

Focus on Learning :

• Big data - more akin to scientific research than to IT initiatives.

• Process :

1. Sense problems or potential opportunities 2. Develop theories about a particular outcome or effect

3. Generate hypothesis

4. Identify relevant data 5. Conduct experiments

Page 10: Why IT Fumbles Analytics

Focus on Learning

• Make learning a central focus of big data :

1. Promote and facilitate a culture of information sharing.

2. Expose the assumptions, biases and blind spots.

3. Strive to demonstrate cause and effect.

4. Identify the appropriate techniques and tools.

Page 11: Why IT Fumbles Analytics

Solving Business problems – more important than technology :

• Conventional IT project management - risk averse.

• Organizations - look to IT to bring data under control by :

1. Automating transactions

2. Streamlining information flows

3. Storing data for later recall.

Page 12: Why IT Fumbles Analytics

Solving Business problems more important than technology

• IT project management : neutralizes threats to the successful delivery of a new system.

• Businesses extract value from data – people use the firm’s data & their knowledge to improve the firm’s performance.

Page 13: Why IT Fumbles Analytics

Technology implementation should serve the companies goals and not followed because of industry trend.

IT is a hindrance in the path of creativity.

Optimum amount of budget should be assigned to have a trade off between ‘I’ and ‘T’

Insights

Too much reliance on technology can hamper your growth prospects

Page 14: Why IT Fumbles Analytics