Privacy concerns will force every organization creating... - Deepstash
How To Get Rich Naval - Every Episode

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How To Get Rich Naval - Every Episode

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  • Privacy concerns will force every organization creating sensor-connected products and the services supporting them to use synthetic data to build, test, and refine models.

10

47 reads

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DSML is delivering uneven value in enterprises today

Data scientist teams in financial services, health care, and manufacturing tell VentureBeat their enterprise’s DSML strategies are the most effective when they anticipate and plan for uneven initial results by business unit. The teams also say producing models at scale using MLOps is fundamentall...

11

83 reads

  • Organizations need to focus on use cases and metrics first and realize that exceptional model accuracy may not deliver business value.

10

51 reads

  • Adaptive ML shows potential for improving cybersecurity, remote site security, quality management in manufacturing, and fine-tuning industrial robotics systems.

10

84 reads

  • MLOps will have a breakout year as organizations gain more experience scaling models for deployment faster while tracking business outcomes for greater results.

10

51 reads

  • DSML platform providers need to scale up and automate the entire ML workflow at scale.

10

48 reads

  • Transfer learning will see rapid adoption across enterprises with DSML strategies operating at scale and in production today.

10

53 reads

  • Collaborative workflow support in DSML platforms becomes table stakes for competing in the market.

10

69 reads

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The four critical steps as part of the process for Integrative Thinking:

  • Articulate the models – Understand the problem and opposing models more deeply.
  • Examine the models – Define the points of tension, assumptions, and cau...

Innovation and Creativity

Innovation and Creativity

Creativity is about formulating new original ideas, while innovation is about how those ideas are being incorporated to produce and introduce new, useful, and feasible products, services, processes, or business models by an organization.

Those two are rela...

Assessing The Prototypes

The final step in the integrative process is to test your prototype solutions in order to discard or improve them. This can be done by sharing your ideas with (target) customers.

At its core, Integrative Thinking sets out to resolve the tension of opposing models by creating new models tha...

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