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IT Management by Objectives: OKRs Instead of Management by Objectives (MbO)
In the past, management by objective (MbO) – i.e., leading by setting clear objectives and controlling the objectives – was modern management. This...
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Machine Learning Algorithms and Their Relationship with Modern Technologies
Patanjali Kashyapa*
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Let’s Integrate with Machine Learning
Patanjali Kashyapa*
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Industrial Applications of Machine Learning
Patanjali Kashyapa*
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Software Testing Basics
This chapter overviews the basics of software testing from the point of view of bugs: lifetime, classifications, pursuing processes, and various...
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Technology Stack for Machine Learning and Associated Technologies
Patanjali Kashyapa*
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Innovation, KPIs, Best Practices, and More for Machine Learning
Patanjali Kashyapa*
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Do Not Forget Me: The Human Side of Machine Learning
Patanjali Kashyapa*
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Let’s Wrap Up: The Final Destination
Patanjali Kashyapa*
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Organizations in General
This introductory chapter first deals with the general definition of the term “organization” in the company. It then looks at the historical and...
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The Process Organization of IT: Which IT Processes and Structures Does a Modern and Lean IT Organization of the Future Need?
In the context of the process organization of an IT, the question is “What is to be done when and in what order?”. It is about the internal processes...
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IT Organizations in Particular
IT in particular, as the driver of the knowledge age in companies, plays a virtually predestined role in sha** an organization in times of high...
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Quo Vadis CIO? – The Role of the CIO in Times of Digital Transformation
When IT takes on a new and increasingly important role in the company, this naturally has an impact on the role of the CIO! In addition to the...
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Summary
Not only the technological perspective of IT but more and more the human side of IT is coming into focus. IT drives change and must be able to handle...
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What Conceptual Models Are and Are Not
The term Conceptual Model (CM) means different things to different authors. This chapter explains what we mean by "conceptual model". In brief, a...
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Framework and Terminology
This chapter introduces, using a few diagrams, the framework used throughout the book in describing an application in use. It also introduces the key...
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Essential Conceptual Modeling
This chapter describes how common configurations of concepts (e.g., types, specialization) can be expressed using the objects/attributes/operations...
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Enhanced Conceptual Modeling
This chapter discusses three issues that can push a conceptual design beyond essential modeling toward greater richness, sometimes at the cost of...
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A Short Visit to Distributed Computing Where Simplicity Is Considered a First Class Property
Similarly to the injunction “Know yourself” engraved on the frontispiece of Delphi’s temple more than two millennia ago, the sentence “Make it as...