Titlebook: Building an Effective Data Science Practice; A Framework to Boots Vineet Raina,Srinath Krishnamurthy Book 2022 Vineet Raina and Srinath Kri

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Stephanie Knorr,Roland Pulch,Michael Güntherprocess visual information. Under the overarching field of ., the field of computer vision is one of the more complex, higher levels of “intelligence.” The tremendous successes of deep learning approaches to computer vision resuscitated neural networks, data science, and AI in general, starting from

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Some Problems of Classical Mathematics, dedicated to the ML algorithms/techniques you can use to build models and libraries that implement these algorithms. Awareness of different ML algorithms and an intuitive understanding of the underlying concepts is crucial for the success of the entire data science process. We will start with a gen

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Vineet Raina,Srinath KrishnamurthyComplete guide from the ground-up to building an effective data science practice.Lays out a reference architecture that can help ensure your data science team is productive.Builds the necessary intuit

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Computer Visionprocess visual information. Under the overarching field of ., the field of computer vision is one of the more complex, higher levels of “intelligence.” The tremendous successes of deep learning approaches to computer vision resuscitated neural networks, data science, and AI in general, starting from 2012.

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Sequential Decision-Makingwith a view to gaining a desired outcome in the longer run. The “desired outcome” can take various forms – maximizing profits/rewards (e.g., in an investment strategy), maximizing the chances to realize a targeted goal (e.g., winning in a competition such as chess), or saving patients with life-threatening diseases.