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Pluralsight – Research Vs Reality In Ai Would You Trust Your Model With Your Life

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Pluralsight – Research Vs Reality In Ai Would You Trust Your Model With Your Life-NOLEDGE
English | Size: 97.86 MB
Category: Tutorial

Big Data LDN 2019 | Research vs. Reality in AI: Would You Trust Your Model with Your Life? | Heather Gorr
There are many considerations before deploying deep learning models into the real world, especially in safety-critical environments like automated driving, smart medical devices, aerospace, and biomedical applications. A deep learning researcher can achieve 99% accuracy on a deep learning model, but what about the edge cases? What if those edge cases represent someone’s life? Is AI ready to move from research to reality? Model accuracy is only one part of a production-ready system, which also includes: model justification and documentation, rigorous testing, use of specialized hardware (GPUs, FPGAs, cloud resources, etc.), and collaboration between multiple people with various expertise related to the project and system. In this session, Heather Gorr will discuss the importance of explainable models, system design, and testing before an AI system is production-ready. [Read more…]

Medicinal Research Reviews 1981-2020

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Medicinal Research Reviews 1981-2020
English | Size: 1.48 GB
Category: Tutorial

Medicinal Research Reviews publishes timely, critical reviews and opinion-based articles on topics related to medicinal research, broadly defined, to which the authors have made significant contributions. Appropriate topics include, but are not limited to, the underlying pathophysiology of important diseases and disease vectors; therapeutic approaches to the treatment of various diseases; the properties of molecular targets for therapeutic agents; important new methodologies facilitating the search for therapies; genomics and proteomics; structure-activity correlations of drug series; the development of new imaging and diagnostic tools; drug metabolism; drug delivery; and chemical, pharmacological, pharmacokinetic, pharmacodynamic, and clinical characteristics of important drugs. [Read more…]

Packt – UX Design Process Simplified from User Research to Usability

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Packt – UX Design Process Simplified from User Research to Usability-XQZT
English | Size: 1.35 GB
Category: Tutorial


There are hundreds of elements involved in a UX Design process and each design firm uses its own version of the implementation. It, therefore, leads to confusion among the beginners about where to start the user experience process. This project-based course starts off by introducing to you the project that you will be working on throughout the course and understand the concepts as you progress. Your target will be to create and improve the user experience of an e-commerce startup called Frankland. You will learn to determine the starting point among the pool of different aspects to be covered including user interviews, personas, customer journey maps, and defining the scope of the product. By the end of this course, you ll have understood the complete UX process and its significance in the website and mobile app development. [Read more…]

PluralSight – Designing an Exploratory Data Analysis Research Plan

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PluralSight – Designing an Exploratory Data Analysis Research Plan-JGTiSO
English | Size: 253.53 MB
Category: Tutorial


A well-crafted exploratory data analysis research plan can make a big difference in a data scientist’s work being implemented in their organization. In this course, you will learn the foundational components and how to deliver a successful analysis. [Read more…]

Pluralsight – Resumes, Research, and Writing on the Job Hunt by Alan Ackmann (2019/12/23)

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Pluralsight – Resumes, Research, and Writing on the Job Hunt by Alan Ackmann (2019/12/23)
English | Size: 421.30 MB
Category: Tutorial


Resumes, Research, and Writing on the Job Hunt guides viewers through the process of creating job search materials like resumes, cover letters, and letters accepting or declining a job, as well as familiarizing viewers with the main features, opportunities, and risks of these documents. Main topics include evaluating your background as a candidate, finding and researching a potential position, and tailoring your resume and job search material to match a desired objective. [Read more…]