Thu.Feb 27, 2020

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Quick Introduction to Bag-of-Words (BoW) and TF-IDF for Creating Features from Text

Analytics Vidhya

The Challenge of Making Machines Understand Text Language is a wonderful medium of communication. You and I would have understood that sentence in a. The post Quick Introduction to Bag-of-Words (BoW) and TF-IDF for Creating Features from Text appeared first on Analytics Vidhya.

Analytics 399
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Women in Data Science 2020 Livestream

Data Science 101

Data Science 101 is honored to present the Global Women in Data Science 2020 livestream. This is the fifth annual global conference which features “outstanding women doing outstanding data science work in academia, industry, government, and non-profits.” The livestream is free and it begins March 2, 2020 at 9am PST. The livestream will be available during the live event.

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A Beginner’s Guide to matplotlib for Data Visualization and Exploration in Python

Analytics Vidhya

matplotlib – The Most Popular Python Library for Data Visualization and Exploration I love working with matplotlib in Python. It was the first visualization. The post A Beginner’s Guide to matplotlib for Data Visualization and Exploration in Python appeared first on Analytics Vidhya.

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Why AI as a service is poised to take off

CIO Business Intelligence

Remember when software as a service (SaaS) was the future of computing?

Software 137
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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

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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From Churn Analysis to Predictive Safety: Coyote’s 5-Year Journey with Dataiku

Dataiku

In order to successfully implement a data-driven strategy and embark on the journey to Enterprise AI, companies often need to start small with simpler, concrete impact projects , in order to convince stakeholders in the value of their data initiatives before moving on to more advanced applications. This is precisely what Coyote , the European leader in real-time road information and one of Dataiku’s oldest customers, was able to do.

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Modernize Job Estimation in the Construction Industry with the Right Reporting Tool

Jet Global

Financial reporting in the construction industry commonly focuses on the need for historical project information for informed decision-making on costs and the need for analytic and reporting tools to capture critical, real-time data from ERP systems such as Viewpoint , Sage , and COINs to address timely cash flow issues. According to a recent 2020 Engineering and Construction Industry Outlook report by Deloitte, “…cost pressures, labor shortages, and trends toward fixed-bid projects…are likely

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AI-based Recruitment Solution for a Regional Airlines

bridgei2i

Case study: AI-based Recruitment Solution for a Regional Airlines. Business Context. The client wanted a robust and efficient talent acquisition solution capable of handling large quantities of data and the end-to-end process of candidate acquisition. They were looking to digitize the process of recruitment with AI-based stack ranking of applicants with skill(s) and performance parameters.

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Teradata Taking Home All the Gold

Teradata

Teradata is ranked as the top solution across all leading analyst studies for Data Analytics. Read more!

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Developing the Digital Transformation Journey for a Professional Services Firm

bridgei2i

Case study: Developing the Digital Transformation Journey for a Professional Services Firm. Business Context. The client’s agenda was to define the analytics roadmap for its key function. The engagement started with a requirement of delivering ad-hoc analyses for the management team. Over the years, the engagement has grown to be strategic and is delivering business impact including advisory services.

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What is DaaS and Why Should You Care?

Nutanix

You need to evaluate the capabilities and options that each potential DaaS provider offers carefully before deciding which one to use. We are providing a few important considerations.

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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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How to Choose an Automated Data Mapping Tool for Your BI Environment

Octopai

If you’re like so many BI teams out there and are sick spending your days manually searching for your data, then you know you need an automated data mapping tool. So how do you choose which one is right for you and your BI environment? Let’s dig in. Modern businesses face many challenges today, from acquiring and keeping customers, to hiring productive employees, to managing internal processes and meeting regulatory requirements.

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What is DaaS and Why Should You Care?

Nutanix

You need to evaluate the capabilities and options that each potential DaaS provider offers carefully before deciding which one to use. We are providing a few important considerations.

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Change Management: Enterprise Architecture for Managing Change

erwin

Ch-ch-ch-ch-changes … Organizations in every industry are navigating digital transformation , so change management is an important element to consider as part of those efforts. And organizations that embrace change often achieve greater success. Whether in the early stages of implementing a digital strategy or in the midst of a new technology deployment, change management plays a crucial role.

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What is DaaS and Why Should You Care?

Nutanix

You need to evaluate the capabilities and options that each potential DaaS provider offers carefully before deciding which one to use. We are providing a few important considerations.

20
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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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How Can My Business Make the Most Out of Analytical Resources and Skills?

Smarten

Advanced Analytics is the new frontier of competition and business success. While some businesses have the luxury of employing data scientists and professional analysts to help them sift through and analyze data, others do not have the budget or the structure to support these roles and, even those who employ professional data scientists do not have unlimited resources or budgets.