Wed.Dec 04, 2019

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Image Augmentation for Deep Learning using PyTorch – Feature Engineering for Images

Analytics Vidhya

Overview Image augmentation is a super effective concept when we don’t have enough data with us We can use image augmentation for deep learning. The post Image Augmentation for Deep Learning using PyTorch – Feature Engineering for Images appeared first on Analytics Vidhya.

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Explainability: Cracking open the black box, Part 1

KDnuggets

What is Explainability in AI and how can we leverage different techniques to open the black box of AI and peek inside? This practical guide offers a review and critique of the various techniques of interpretability.

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6 Tips for Data Teams to Improve Collaboration

Sisense

Blog. Everyone wants to get more out of their data, but how exactly to do that can leave you scratching your head. Our BI Best Practices demystify the analytics world and empower you with actionable how-to guidance. In the right hands, data is the ultimate means to answer important business questions. The problem is that when data is used incorrectly, it still provides answers (just bad ones).

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The Rise of User-Generated Data Labeling

KDnuggets

Let’s say your project is humongous and needs data labeling to be done continuously - while you’re on-the-go, sleeping, or eating. I’m sure you’d appreciate User-generated Data Labeling. I’ve got 6 interesting examples to help you understand this, let’s dive right in!

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Demystifying Object Detection and Instance Segmentation for Data Scientists

MLWhiz

I like deep learning a lot but Object Detection is something that doesn’t come easily to me. And Object detection is important and does have its uses. Most common of them being self-driving cars, medical imaging and face detection. It is definitely a hard problem to solve. And with so many moving parts and new concepts introduced over the long history of this problem, it becomes even harder to understand.

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What To Know About The Essence Of AI In Video Editing In 2020

Smart Data Collective

Artificial intelligence is playing a very important role in the future of video editing. Anybody that works in the profession should learn how to use AI technology to get the most value out of their videos. How can you use AI to benefit as a video editor ? Intelligent HQ founder Dinis Guarda has talked about some of the benefits of artificial intelligence for video editing in this article.

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Gitgirl Wants to Train 13 Million African Women with DataCamp

DataCamp

How a Nigerian social venture for women integrated world-class education into their curriculum.

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Salesforce and the (single source of) Truth about Customer 360

Andrew White

If you read my blog regularly then you know I rarely write about IT vendors. If I am moved to write research about a vendor, I’ll write it and publish it behind our pay wall, in the assumption the advice is valuable. Otherwise I don’t feel a need to repeat vendor marketing messages or product announcements since such vendors are quite capable, and motivated, to do that themselves.

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Expert Speak | Transforming Digital Enterprises

bridgei2i

With increasing mainstream acceptance and adoption of AI-led technologies, C-suite executives today have gone beyond committing ‘digital experimentation’ to large scale Digital Transformation, be it pan-enterprise or functional. Digital transformation increasingly is seen as large-scale problem solving rather than pure technology implementation. AI consultancies therefore have come into the spotlight and enterprises are looking at them as long-term transformation partners.

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How to Switch Workspaces in Azure ML

Data Science 101

Azure Machine Learning allows a person to have multiple Workspaces. It is not clearly obvious how to switch to a different Workspace. This video will provide a quick example of how to switch to a different Workspace.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Our Top 20 Most-Read Data and Analytics Research Last Week (to Dec 1)

Andrew White

Click here for an interactive PDF to connect to the most read data and analytics research directly. This list excludes our branded research such as Magic Quadrants etc. A raft of new notes published last week but there had to be one top spot! Ankush Jain’s new note went into the charts at number 1. Its all about maximizing your return on data quality technology investments.

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PyTorch in 2019 and where in Europe you can learn about PyTorch in 2020

KDnuggets

The Reinforce AI Conference is coming to Budapest again. Join us Apr 6-7 for the conference days, and optionally Apr 8 for workshops. Stefan Otte returns as a speaker, while Francois Chollet joins this time as well.

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Predictive Analytics Advances Rewrite Rules On Corporate Conferences

Smart Data Collective

In years past, it was quite the cumbersome task to put together corporate conferences for the dissemination of important information and trends among industry stakeholders. It was only within the last few years that advancements in technology have provided efficient ways to bring large groups of stakeholders together for them to share information. One of the hot topics on the conference circuit today is how business owners and principals can use predictive analysis to run their respective busine

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KDnuggets™ News 19:n46, Dec 4: The Future of Data Science Careers; Which Data Visualization Should I Use?

KDnuggets

This week: The Future of Careers in Data Science & Analysis; Task-based effectiveness of basic visualizations; Open Source Projects by Google, Uber and Facebook for Data Science and AI; Getting Started with Automated Text Summarization; A Non-Technical Reading List for Data Science; and much more!

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Six Ways Teradata Vantage is Moving the Cloud Forward

Teradata

Learn how Teradata Vantage and its modern cloud architecture enables companies to leverage 100% of their data to uncover real-time intelligence, at scale.

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Top KDnuggets tweets, Nov 27 – Dec 03: Data Science Books you should read in 2020

KDnuggets

Also: WTF is a Tensor?!?; A Reality Check on #DataScience Hype; Is Data Science dying?; Indeed Fastest-Rising Tech Skills, 2018-2019; Cartoon: #Thanksgiving, Big Data, and Turkey #DataScience….

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Dataiku Partners with CapitalG and Becomes a Unicorn

Dataiku

The year 2019 has been an inspiring one at Dataiku, from releasing our very own data science documentary to discussing human-centered AI with more than 3,000 attendees at five EGG conferences around the world, being named to the 2019 Forbes Cloud 100 list to opening new offices around the world. On top of all that, I’m excited to cap off the year with the news that CapitalG has joined Dataiku as an investor.

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5 Key Findings from DataRobot's State of AI Bias Report

DataRobot

As AI adoption increases among all business verticals, executives are seeking ways to mitigate risk and understand how AI bias diminishes AI effectiveness or, worse yet, increases company risk.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Humans-in-the-loop forecasting: integrating data science and business planning

The Unofficial Google Data Science Blog

by THOMAS OLAVSON Thomas leads a team at Google called "Operations Data Science" that helps Google scale its infrastructure capacity optimally. ln this post he describes where and how having “humans in the loop” in forecasting makes sense, and reflects on past failures and successes that have led him to this perspective. Our team does a lot of forecasting.

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Create a Value Blizzard with Snowflake and Microsoft Azure

CDW Research Hub

There are many benefits of using a cloud-based data warehouse, and the market for cloud-based data warehouses is growing as organizations realize the value of making the switch from an on-premises data warehouse. Apart from the obvious benefit of not needing to buy expensive physical hardware, cloud-based solutions are typically quicker to set up, can easily scale to your capacity needs, and are less expensive thanks to pay-as-you go pricing.

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Top 10 Analytics And Business Intelligence Buzzwords For 2020

datapine

Business intelligence has undergone many changes in the last decade. Each year, we hear about buzzwords that enter the community, language, market and drive businesses and companies forward. That’s why we have prepared a list of the most prominent business intelligence buzzwords that will dominate in 2020. Without further ado, let’s get started. Exclusive Bonus Content: Get Our 2020 BI Buzzwords Handbook!