Mon.Mar 21, 2022

article thumbnail

A Comprehensive Guide on MLOps for Machine Learning Engineering

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction I believe all you’re familiar with the terminology DevOps for these many years, this is the complete culture and process life cycle of CI/CD. Yes! This is the best fit for the traditional software that is managed in the production environment very effectively […].

article thumbnail

Linear vs Logistic Regression: A Succinct Explanation

KDnuggets

Linear Regression and Logistic Regression are two well-used Machine Learning Algorithms that both branch off from Supervised Learning. Linear Regression is used to solve Regression problems whereas Logistic Regression is used to solve Classification problems. Read more here.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

How I Won My First Public Data Science Competition?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source: Author About the Competition The competition was to predict the likelihood of having Autism. It was sponsored by Google Developers and hosted on Kaggle. The data was collected from people that filled out an app form. Research has proven that early detection of […]. The post How I Won My First Public Data Science Competition?

article thumbnail

Big Data Makes Smart Buildings the Norm in the 21st Century

Smart Data Collective

You have probably heard a lot talk about the Internet of Things (IoT). It is one of the biggest trends driven by big data. It is popular because billions of devices will be connected in the future. The IoT sector is predicted to generate over £7.5 trillion across the world. In fact, McKinsey Global predicts homes, offices, worksites, retail settings, and factories to generate around £3.55 trillion by the end of 2025.

Big Data 135
article thumbnail

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.

article thumbnail

Where Should your Next Work-Vacation Be?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. An exploratory data analysis article of the best cities for your next workcation. Photo by Christin Hume on Unsplash Introduction Due to the pandemic, companies who were never comfortable letting their employees work from home, citing multiple reasons like the breach of data privacy […].

article thumbnail

What is a data scientist? A key data analytics role and a lucrative career

CIO Business Intelligence

What is a data scientist? Data scientists are analytical data experts who use data science to discover insights from massive amounts of structured and unstructured data to help shape or meet specific business needs and goals. Data scientists are becoming increasingly important in business, as organizations rely more heavily on data analytics to drive decision-making and lean on automation and machine learning as core components of their IT strategies.

More Trending

article thumbnail

State of the CIO, 2022: Focus turns to IT fundamentals

CIO Business Intelligence

If there’s one thing Jamie Holcombe has learned from his decades-long career as a public and private sector IT leader, it’s how to be a good salesman. Staying razor-focused on business benefits and communicating in a language everyone understands is central to successful IT initiatives, whether the project involves state-of-the-art technology like robotic process automation (RPA) or is a bit more mundane, like upgrading an aging data center.

IT 131
article thumbnail

Facial Landmarks Detection Using Mediapipe Library

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Overview So we have previously worked with face detection using Mediapipe library only but there was a problem with detecting the landmarks points as they were not that clear when we were visualizing the other elements of the face i.e. the major facial key […]. The post Facial Landmarks Detection Using Mediapipe Library appeared first on Analytics Vidhya.

article thumbnail

Why Are So Many Data Scientists Quitting Their Jobs?

KDnuggets

After speaking to co-workers in the data industry who like me, had left their jobs at a very early stage in their career, I’ve come to realize that there are two main reasons the data science field has such a high employee attrition rate.

article thumbnail

Getting Started with Computer Vision: Basics and Starter Projects

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Image Source: Congito What is Computer Vision? Artificial Intelligence is an upcoming field with a vast study scope. Computer Vision is one of the AI branches that has proved to be very beneficial to solve real-life issues such as OCR recognition in driving number […]. The post Getting Started with Computer Vision: Basics and Starter Projects appeared first on Analytics Vidhya.

article thumbnail

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.

article thumbnail

2022 US CIO 100 winners: Celebrating IT innovation and leadership

CIO Business Intelligence

The US CIO 100 awards, now in its 35th year, recognizes 100 organizations for their achievements in technology innovation. The award is an acknowledged mark of enterprise excellence. This year’s winning projects, chosen by a team of external judges (many of them former CIOs), exemplify what it means to deliver business value through the innovative use of technology, creating competitive advantage in their organizations, improving business processes, enabling growth and improving relationships wi

IT 111
article thumbnail

Top Posts Mar 14-20: Decision Tree Algorithm, Explained

KDnuggets

Also: Best Data Science Books for Beginners; The Complete Collection of Data Science Cheat Sheets – Part 1; Top Programming Languages and Their Uses; The Complete Collection of Data Science Cheat Sheets – Part 2.

article thumbnail

One Line Away from your Data

Cloudera

Data Science tools, algorithms, and practices are rapidly evolving to solve business problems on an unprecedented scale. This makes data science one of the most exciting fields to be in. As exciting as it is, practitioners face their fair share of challenges. There are well-known barriers that slow down predictive modeling or application development.

article thumbnail

KDnuggets Top Posts for February 2022: The Complete Collection of Data Science Cheat Sheets

KDnuggets

Also: 7 Steps to Mastering Machine Learning with Python; How to Learn Math for Machine Learning; The Not-so-Sexy SQL Concepts to Make You Stand Out; and more!

article thumbnail

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.

article thumbnail

Sirius Security White Glove Trials Now Available on AWS

CDW Research Hub

While cybersecurity is now a top priority for company IT budgets, you also need to ensure that any security solution you choose will be both cost-effective and in alignment with your business goals before making this major strategic investment. When it’s an option, “Try before you buy” almost always leads to better purchasing decisions. This is especially true for security solutions, so Sirius is now offering our free White Glove Trials for two Cisco Security solutions via the AWS Marketplace !

article thumbnail

Make On-Target Suggestions to Customers With Product Recommendations

Dataiku

Even though we entered the supermarket with the sole objective of buying detergent for the next laundry, we came out of the store with softener, anti-discoloration wipes, and … Tic Tacs? That happens more often than we want to admit and is the result of a thought-through buying suggestion strategy. In a supermarket, the layout of the aisles, shelves, and different front display is the only way — a passive way — to recommend products to consumers.

Sales 59
article thumbnail

How is the ‘Mesh’ Resolving Bottlenecks of Data Management

Smart Data Collective

If you are stuck with dumping data into warehouses and lakes then you are most likely not prepared for what’s coming up next. We are sliding into Web 3.0, an era of decentralization that trusts local ownership. This era is changing data as we know it. It has begun to testify its worth with products across industrial use-cases. Data Mesh which is the latest addition to the stack is saving data teams from the hassle of producing qualitative data for all business types.

article thumbnail

Women of Teradata: Erica Hausheer

Teradata

In honor of Women's History Month, we are spotlighting Erica Hausheer, Teradata's Chief Information Officer, as she looks back at her career in IT and Tech.

IT 59
article thumbnail

How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

article thumbnail

Leveraging digital disruption to transform customer experience

CIO Business Intelligence

Disruption driven by evolving digital technology will remain a key business challenge this year and reshape customer expectations. In the pandemic-altered landscape, companies of all types have accelerated modernisation programs, driven by the need to be more personalised, targeted, and relevant. CIO and Adobe recently hosted a senior IT roundtable to address the challenges and solutions.

article thumbnail

Data as an Asset on your Balance Sheet has to Happen

Andrew White

I was perusing my back-catalog of IMF magazines and I found a gem of an article. It is called, Shaping a Data Economy (F&D magazine, December 2020). The tag line is: The world needs a new system of governance for the buying and selling of data. The article is very timely for a number of reasons. I have just completed some research with the name, “Sovereign Data Strategies and What they mean to you Organization”.

article thumbnail

Ukraine crisis puts global IT outsourcing on edge

CIO Business Intelligence

While first and foremost a humanitarian crisis, the hostilities have Russia’s military invasion of Ukraine has also been a concern for IT outsourcing customers with interests in the region — and those taking advantage of the global IT services market generally. The conflict has had a significant impact on Ukraine’s IT outsourcing industry, which exports $6.8 billion of IT services annually, approximately 4% of GDP, according to trade group IT Ukraine Association.

IT 52
article thumbnail

Top 12 Most Challenging Operational Reports

Jet Global

Today’s business leaders face an uncertain economic landscape. In the aftermath of unprecedented business disruption in 2020, organizational decision-makers are turning their focus to new concerns. According to McKinsey research , supply chain disruption, inflation, and a growing labor shortage are now top concerns for the C-suite. As leaders reevaluate the agility and resilience of their organizations, they need accurate, timely operational reports that provide real insight into the inner worki

article thumbnail

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.

article thumbnail

Thoma Bravo acquires software firm Anaplan for $10.7B

CIO Business Intelligence

Enterprise planning software maker Anaplan is being acquired by the private equity firm Thoma Bravo for $10.7 billion. Founded in the UK and now based in San-Francisco, Anaplan offers cloud-based finance and planning software-as-a-service and counts almost 2,000 customers worldwide, including Coca-Cola, Shell, Thomas Cook and VMware. The company went public in 2018, two years after rival SaaS firm Workday considered an acquisition attempt.

article thumbnail

Thoma Bravo acquires SaaS company Anaplan for $10.7B

CIO Business Intelligence

Business planning SaaS (software-as-a-service) software maker Anaplan is being acquired by private equity firm Thoma Bravo for $10.7 billion. Founded in the UK and now based in San Francisco, Anaplan offers cloud-based finance and planning software and counts almost 2,000 customers worldwide, including Coca-Cola, Shell, Thomas Cook and VMware. The company went public in 2018, two years after rival SaaS firm Workday considered an acquisition attempt.

article thumbnail

Data-driven financial planning is still falling short of its potential

CIO Business Intelligence

Among the relationships that technology teams have with other business departments, the potential for improved IT-finance collaboration is quite possibly the most under-explored. It’s especially poignant when we consider the extent to which financial data can steer business strategy for the better. Take, for example, the ubiquitous and unassuming concept of free shipping in ecommerce.

article thumbnail

CIO Hall of Fame honorees

CIO Business Intelligence

The CIO Hall of Fame was created in 1997 to spotlight outstanding IT leaders who had significantly contributed to and profoundly influenced the IT discipline, the use of technology in business and the advancement of the CIO role. Ten years later, in 2007, CIO inducted its second class of honorees into the CIO Hall of Fame during CIO magazine’s 20th anniversary celebration.

article thumbnail

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.