Mon.May 09, 2022

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A Comprehensive Guide to Time Series Analysis and Forecasting

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source – bounteous.com Introduction Time Series Analysis and Forecasting is a very pronounced and powerful study in data science, data analytics and Artificial Intelligence. It helps us to analyse and forecast or compute the probability of an incident, based on data stored with respect to […].

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Machine Learning Key Terms, Explained

KDnuggets

Read this overview of 12 important machine learning concepts, presented in a no frills, straightforward definition style.

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An Introduction to Long Short-Term Memory (LSTMs)

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Dealing with sequential data is considered one of the hardest problems to solve in the Data science industry. Standard neural networks have paved a new path in the rising AI industry. It worked very well with tabular data but every new invention in […]. The post An Introduction to Long Short-Term Memory (LSTMs) appeared first on Analytics Vidhya.

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Optimizing Hive on Tez Performance

Cloudera

Tuning Hive on Tez queries can never be done in a one-size-fits-all approach. The performance on queries depends on the size of the data, file types, query design, and query patterns. During performance testing, evaluate and validate configuration parameters and any SQL modifications. It is advisable to make one change at a time during performance testing of the workload, and would be best to assess the impact of tuning changes in your development and QA environments before using them in product

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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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Reskilling IT for digital success in a tight talent market

CIO Business Intelligence

There are few CIOs who haven’t been hit by attrition, as streams of highly talented IT professionals head out the door for bigger salaries, better opportunities, or both. The fact that today’s digital powerhouses are now hiring tens of thousands of employees — often without regard to geography — has only exacerbated the talent crunch for IT leaders.

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Scaling Supply Chain AI to Offer Predictive Shipment Visibility

Dataiku

This blog is a guest post from our friends at Shippeo. They’re a global leader and European specialist in real-time transportation visibility, helping major shippers and logistics service providers leverage transportation to deliver exceptional customer service and achieve operational excellence.

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Using Dashboards to Make a Family Trivia Event Even Better

Depict Data Studio

Emily Ross recently finished her PhD in health services research and is now as a junior evaluation consultant at Ference & Company Consulting. She enrolled in our Dashboard Design course and is sharing how she used her new skills in her personal life. Thanks for sharing, Emily! –Ann. — When COVID-19 pushed many events online, I decided to host a virtual Christmas trivia event for my family.

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Learning Data Science If You’re Broke

KDnuggets

Check out this list of free resources, courses, and more to help you become a Data Scientist for free.

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Why retail CIOs are trending up in the C-Suite

CIO Business Intelligence

Getting fired from her CIO job nearly 20 years ago wasn’t just a career turning point for Cathy Hotka. “It was the best thing that ever happened to me,” says the founder of Cathy Hotka & Associates, which today runs an influential networking community of retail industry CIOs and digital leaders across the U.S., Canada, and the UK. “Driving home that day with all my office things packed up in my car, I realized I had everything I needed to start a successful consulting firm,” says the gregari

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Smarten Support Portal Updates – April – 2022!

Smarten

We invite you to explore our latest knowledgebase articles and to join the Smarten user community on Smarten Support Portal. If you have not registered yet, Click Here to obtain your login credentials. Knowledgebase Articles. LDAP/AD : AD Integration in Smarten. Embedded / API Integration : API Call to rebuild cubes / datasets. Predictive Use cases.

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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.

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Lasting Design Requires Solution Design Disciplines

CIO Business Intelligence

In the same way that marathons require rigorous preparation to reach the finish line, technological transformations will not yield lasting rewards without vision, planning, dedicated resources and unwavering determination. When organizations do not embrace digital transformation, failure ensures — enterprise value suffers, employee fatigue becomes rampant, customer experience is negatively impacted, and time is lost.

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Four use cases defining the new wave of data management

IBM Big Data Hub

A confluence of events in the data management and AI landscape is bearing down on companies, no matter their size, industry or geographical location. Some of these, such as the continued sprawl of data across multicloud environments have been looming for years, if not decades. Others have come into sharper focus relatively recently: a global effort to create new data privacy laws, a post-pandemic expectation by customers to know them individually across all touchpoints, and increased attention o

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Exploring the Benefits of Supply Chain Collaboration

CIO Business Intelligence

Many enterprises are struggling to deliver for customers because of a disruptive environment, internal silos, mismanaged data, the pandemic, and inefficient collaboration between companies, despite our increasingly digital world. One study conducted by GEP in partnership with the Supply Chain Resource Cooperative at North Carolina State University (NCSU) found that misalignment between procurement and supply chain operations is hurting today’s businesses.

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4 misconceptions about AI in finance organizations

Jedox

There are glittering promises and lofty expectations of artificial intelligence (AI), yet misconceptions abound regarding its potential impact on the office of finance. Let’s explore four such misconceptions and their potential to perpetuate limiting beliefs that can impact the ability of a business to compete in the market and attract talent. “There is no need to change what we’re doing.”.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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How DLT Can Help Businesses Meet Their ESG Commitments

CIO Business Intelligence

By Srikumar Ramanathan, Chief Solutions Officer at Mphasis. Nearly two decades since the term ESG was coined in a groundbreaking report called, Who Cares Wins , mindful and planet-affirmative investing has become both smart and mainstream. Whether it is individuals or businesses, financial institutions or investors, regulators or insurers, everyone in the ‘economic community’ is aware making ethical decisions is no longer just ‘wokeness’—it makes good business sense too.

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Disclosure Management and Equity Management: Why You Need Both

Jet Global

Growing companies rely on equity-based compensation to attract and retain top talent. They must also comply with stringent regulations regarding financial reporting and disclosures. It’s common practice in many startups–and even in some more mature public firms–to make do with manual processes and low-cost solutions for managing disclosures and cap tables.

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People: A Forgotten Element of Technology Transformation

CIO Business Intelligence

Enterprise transformation demands technology to work and people to adopt it. The “people” component of enterprise transformation can make or break digital transformation. If people within the organization are given the right tools and are enabled and empowered to use them, they can achieve the desired intent of technology transformations. CIOs enable adoption by championing comprehensive change enablement programs that focus on people.

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Better Business Reporting With Certent Disclosure Management

Jet Global

Reporting is more important than ever. Long gone are the days of filling out excel sheets at year end and filing them away into oblivion, never to be seen again. The reports you file now, are not only more transparent than ever, but they have much more impact in the future and trends of your business than ever before. Since the recent implementation of European Single Electronic Format (ESEF), the consolidated financial statements of EU-listed companies are available in the public domain in a ma

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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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What’s New, What’s Next for Value Stream Management

CIO Business Intelligence

It would surprise absolutely no one if I were to say a lot’s changed in the past year. Value Stream Management (VSM) is certainly no exception. It’s an area that has seen massive evolution in a relatively short time. A year ago, the emphasis was on education and getting informed about VSM principles and its advantages. Now, VSM is garnering global adoption and the interest of top industry analysts.

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Leadership in Times of Digital Disruption

CIO Business Intelligence

By Ravi Vasantraj, Senior Vice President, and Global Head – Business Process Services at Mphasis. In 2000, when the Internet was in its infancy, Netflix approached Blockbuster executives for a US$50 million merger, but was not taken seriously. Blockbuster, then valued at US$4.8 billion, could not predict the technological disruption that Netflix would drive.