Fri.Mar 11, 2022

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Learn Basics of Natural Language Processing (NLP) using Gensim: Part 1

Analytics Vidhya

Natural Language Processing, or NLP for short, is a branch of Artificial Intelligence that allows machines to comprehend, process, and manipulate human languages. The breakthrough in NLP bridged the gap between humans and machines, paving the way for leading-edge technologies such as Language Translator, Voice Assistants such as Siri, Customer Service Chatbots, and many more. […].

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How to find a new job while you’re still employed

CIO Business Intelligence

Your grandmother’s advice still stands: Don’t quit your current job until you have a written offer in hand. Yes, it is a job-seeker’s market, with more perks and flexibility on the table than in past years. But it can take months, requiring multiple rounds of interviews with several levels of signoffs, to actually land a new position at a different company.

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Top AI and ML Conferences in 2022

Analytics Vidhya

Introduction Getting to meet and interact with people from your domain is always a great feeling. This is why conferences that revolve around Artificial Intelligence (AI) are great for developers, analysts and students who wish to work with AI (build or incorporate). Participating in international conferences is one of the best ways to stay updated […].

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How a Level System can Help Forecast AI Costs

KDnuggets

To forecast costs for AI systems, it can be useful to talk about their “level” just like SAE has levels for self-driving cars. Adopting a level system can help organizations plan and prepare for AI systems that scale in complexity over time.

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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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An Overview on Long Short Term Memory (LSTM)

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. You will be given a brief introduction to LSTMs in this article. This gives you a clear and accurate understanding of what LSTMs are and how they work, as well as an essential statement about the potential of LSTMs in the field of recurrent […]. The post An Overview on Long Short Term Memory (LSTM) appeared first on Analytics Vidhya.

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New Ways of Sharing Code Blocks for Data Scientists

KDnuggets

Share the interactive code blocks to impress your colleagues or post it on social media.

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How to Apply Data Storytelling to Dashboards

Juice Analytics

Is a dashboard a data story? It is a question we get all the time. But I don’t think it is the right question. A better question is: How can I apply concepts of data storytelling to dashboard design? Dashboards are a form of data communication. Data storytelling is a collection of skills and concepts that help improve data communication. They are apples and oranges.

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Cloud, SaaS boost Oracle sales, but competition exacts costs

CIO Business Intelligence

Cloud services and sales of SaaS applications boosted Oracle revenue for its last fiscal quarter, but the price of keeping up with the leading hyperscale cloud providers dragged down overall profit. During a call with analysts after the results were announced Thursday, Oracle Chairman and CTO Larry Ellison named a long roster of high-profile customers the company had signed up recently.

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Cloud-Native Super Computing

KDnuggets

NVIDIA BlueField DPUs provide on-demand, simple and secure high-performance computing and AI services.

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The rule of 30: The metric your job search needs

CIO Business Intelligence

Long before it was fashionable to promote workplace diversity or draw attention to the IT leadership talents of women, Kristen Lamoreaux was on a mission to do exactly that. Kristen Lamoreaux, president and CEO, Lamoreaux Search. Lamoreaux Search In January 2007, she founded SIM Women, a networking and career development organization within the Society for Information Management.

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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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Connect Microsoft Azure Services to Vantage

Teradata

This getting started guide describes ‘high-level’ Teradata Vantage connectivity options with the Microsoft Azure Services. Find out more.

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IFS, Bearing Point launch services joint venture Arcwide

CIO Business Intelligence

With demand for technology services and enterprise spending on IT on the rise, Sweden-based ERP software provider IFS and Dutch technology consulting firm Bearing Point have combined to launch a professional services joint venture named Arcwide, which will become operational from April as a standalone entity. Headquartered in Europe, Arcwide will push IFS solutions as part of a portfolio that includes services associated with business transformation such as training and change management.

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The Necessity of Classifying Risks in AI

Dataiku

The rise of big data and the generalized production and consumption of information changed the face of our society but also transformed the awareness about the impact of its use.

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Simplifying the Multisiloed Landscape to Achieve Data-First Modernization

CIO Business Intelligence

One of many complexity challenges when it comes to the modern IT landscape is that different functional areas and IT domains are heavily invested in their own systems and data silos. This leaves IT leaders stuck navigating a wave of transparency, security, and governance roadblocks that are impeding the imperative for data-first modernization. Silos have been built up over the years, some the result of organizational structure, others related to data and systems that are managed and maintained a

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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 to Build a Meshy Data Fabric (With a Data Catalog!)

Alation

So far, we’ve considered the rivalry of data fabric versus mesh. We’ve explored what is a data fabric , what is a data mesh , and how a data catalog supports these architectures. We’ve even made the case that this is less a rivalry than a love story in the making. That’s right: You can leverage a meshy fabric architecture. But how do you get started?

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5 Sources of Data for Customer Analytics and Their Benefits

Smart Data Collective

There is no disputing that data analytics is a huge gamechanger for companies all over the world. Global businesses are projected to spend over $684 billion on big data by 2030. There are many ways that companies are using big data to boost their profitability. One of the most important is in the field of marketing. Do you know what motivates your customers?

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New Features in Cloudera Streams Messaging for CDP Public Cloud 7.2.14

Cloudera

With the launch of CDP Public Cloud 7.2.14, Cloudera Streams Messaging for Data Hub deployments has gotten some powerful new features! In this release , the Streams Messaging templates in Data Hub will come with Apache Kafka 2.8 and Cruise Control 2.5 providing new core features and fixes. KConnect has been added and gains additional capabilities with new connectors and Stateless Apache NiFi capabilities which can run NiFi Flows as connectors.

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Multicloud Is Here, But Complexity Doesn’t Have to Be

CIO Business Intelligence

The vast majority of IT organizations live in a multicloud world, striving to optimize for agile business while mitigating the risk of single-vendor dependence. Yet distributing workloads across a diverse landscape can create complexity and transparency challenges that beg for modern solutions. The allure of a multicloud landscape shows no signs of abating.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.