Wed.Mar 16, 2022

article thumbnail

3 Key Challenges When It Comes to Democratizing Data

Dataiku

As the volume of data needs for a given company grows, so does the need to enable more efficient access and frictionless self-service data capabilities for various business groups within that company. To make quick and accurate decisions around key initiatives like creating better customer experiences , finding new internal efficiencies, or reducing customer churn, lines of business need to be able to quickly access and derive insights from data.

IT 59
article thumbnail

An Overview of Deep Belief Network (DBN) in Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. A Deep Belief Network (DBN) is a sophisticated generative model that employs a deep architecture. In this article, we are going to learn all about it. After reading this article, you will have a better understanding of what a Deep Belief Network is, how […]. The post An Overview of Deep Belief Network (DBN) in Deep Learning appeared first on Analytics Vidhya.

Insiders

Sign Up for our Newsletter

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

Trending Sources

article thumbnail

10 hard truths of change management

CIO Business Intelligence

The days of one-off change management initiatives are over. Rather than tackle organizational change management with an end in mind, IT leaders and their organizations must now exist in an environment of persistent flux. . “In this era of continuous disruption, the goal should not be to build an organization that reacts quickly to change. Nor should it only be to build an organization that is almost impervious to disruption,” says Kevin Martin, chief research officer at the Institute for Corpora

article thumbnail

Implementing Audio Classification Project Using Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Hello all, welcome to a wonderful article where we will be exploring learnings for audio and sound classification using Machine learning and deep learning. It is amazing and interesting to know-how machines are capable to understand human language, and responding in the same human […].

article thumbnail

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.

article thumbnail

Best Data Science Books for Beginners

KDnuggets

The best knowledge is still placed in the libraries; within books. In this article, discover some of the top recommended Data Science books catering to beginners.

article thumbnail

A Comprehensive Comparison Among Data Science Bootcamps vs Degree vs Online Courses

Analytics Vidhya

Introduction Bootcamps, college degree programs, and online courses all have similar purposes. Helping you acquire skills or helping you learn specific subjects. Now, these different options of educating yourself are different in terms of the duration of the programs or how intensely they cover topics. Data Science Bootcamps are a great option for acquiring a […].

More Trending

article thumbnail

Image Segmentation using OpenCV

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Overview In this article, we will be working to develop an application that will help in the image-segmentation. It is very easy to use this application, on the first window with mouse drag we will select a part of the picture, and then on […]. The post Image Segmentation using OpenCV appeared first on Analytics Vidhya.

article thumbnail

Hackers Use AI to Create Terrifying Malware Targeting Sandboxes

Smart Data Collective

Did you know that 42% of businesses were affected by cyberattacks in 2020 ? That figure is going to rise as cybercriminals use AI to attack businesses more efficiently. Artificial intelligence technology has led to some tremendous advances that have changed the state of cybersecurity. Cybersecurity professionals are leveraging AI technology to fight hackers.

Testing 107
article thumbnail

EDA on SuperStore Dataset Using Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Table of Contents Introduction Working with dataset Creating loss dataframe Visualizations Analysis from Heatmap Overall Analysis Conclusion Introduction In this article, I am going to perform Exploratory Data Analysis on the Sample Superstore dataset. The link for the Dataset is: [link] You can download it […].

article thumbnail

How technology will define the future of UAE healthcare

CIO Business Intelligence

COVID was a catalyst for digital transformation in healthcare, possibly more than for any other industry. But even before the pandemic hit, Dubai-based Aster DM Healthcare was deploying emerging technology — for example, implementing a software-defined network at its Aster Hospitals UAE infrastructure to help manage IoT-connected healthcare devices.

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

Top 10 Python Libraries that you must Know!

Analytics Vidhya

Overview Know top 10 libraries in python Know about the features and uses of these libraries Introduction Python is a prevalent programming language. It’s easy to use, highly interpretable, interactive, and object-oriented. Python libraries contain functions and methods that facilitate specific tasks. Also, it saves developers a significant amount of time and headache!

article thumbnail

AI-Generated Sports Highlights: Different Approaches

KDnuggets

Competition for viewers’ attention is not over after the players leave the field. Now, anyone who can put up a highlight compilation or a game summarization first gets the edge. So, let’s talk about how media companies do just that — with the help of Artificial Intelligence.

100
100
article thumbnail

How Big Data is Changing the World of Investing

Smart Data Collective

Last year, in an article that talked about the impact big data has on finance, we said that location data sets can make investing easier. Companies spent nearly $11 billion on financial analytics in 2020. A large portion of this market is driven by investment companies and mutual funds. This is because accurate data about consumer movement can help you know about consumer trends and corresponding market movements.

Big Data 100
article thumbnail

Crystal Ball, Black Box or Advanced Forecasting and Demand Planning in Retail and CPG

Teradata

Neither crystal balls nor black boxes will provide the agility needed for accurate demand forecasting in today’s retail & CPG environment. Learn more about new approaches to FDP.

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

Mining City Uses Blockchain to Offer Reliable New Bitcoin Wallet

Smart Data Collective

Have you ever heard of blockchain? It is the ledger and authentication system behind the bitcoin network. Blockchain is the reason that bitcoin become a sustainable digital coin, unlike many of the other digital coins that came before it. Many companies have used the blockchain system to create tertiary services, such as bitcoin wallets. Bitcoin wallets are essentially blockchain wallets that are capable of holding digital coins.

Software 100
article thumbnail

Microsoft’s partner program gets a cloud overhaul

CIO Business Intelligence

The Microsoft Partner Network will fade away October 2022, to be replaced by the Microsoft Cloud Partner Program. There’s more to this than a change of name, though, as Microsoft is also changing the rules for how partners qualify for the program, grouping them into six solution areas aligned with its Azure cloud: Data & AI (Azure); Infrastructure (Azure); Digital & App Innovation (Azure); Business Applications (built on the cloud-based low-code Power Platform or Dynamics365); Modern Wor

article thumbnail

Planet and Profit: Reshaping Business Priorities for Good

Cloudera

The global pandemic has ushered in a new wave of economics. Driven by the rapid convergence of changing circumstances, data, automation and Artificial Intelligence (AI), businesses today have to contend with a whirlwind of internal and external pressures. Companies are experiencing pressure from growing customer demands, and amidst a global talent shortage, a workforce no longer driven purely by profit but altruism and purpose.

article thumbnail

André Mendes: ‘Status quo’ is the CIO’s riskiest strategy

CIO Business Intelligence

André Mendes stepped into the top technology leadership job at the Department of Commerce in April of 2020, just a few weeks into the global pandemic. His responsibilities and oversight include all the technology and operations for the Department of Commerce and its 13 associated bureaus, including the U.S. Census Bureau, the National Oceanic and Atmospheric Administration (NOAA), the National Institutes for Standards and Technology, the U.S.

article thumbnail

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.

article thumbnail

VPNs Are Crucial for Data Security on Public Wi-Fi

Smart Data Collective

Data security is a greater concern than ever before. There were 1,862 data breaches in 2021 , which is a 20% increase from the previous record set in 2017. You have to take stringent measures to secure your data. This includes using a VPN whenever you connect to a public Wi-Fi network. VPNs Are Invaluable for Data Security. The Internet plays an important role in everyone’s lives these days.

article thumbnail

How Indian CIOs are staying ahead of changing demand for skills

CIO Business Intelligence

With competition for skilled IT workers getting tighter, it’s more important than ever for enterprises to be sure they’re spending on recruiting and retaining the right talent. IT executives see talent shortage as the most significant adoption barrier to 64% of emerging technologies, ahead of implementation cost (29%) or security risk (7%), according to a September 2021 Gartner survey.

article thumbnail

How to Manage Multiple Inheritance in Python

KDnuggets

In this guide, we'll learn how to use multiple inheritance in Python and make it sustainable.

article thumbnail

Taking Value Stream Management to the Next Level

CIO Business Intelligence

There’s a big difference between understanding a theory and successfully putting a theory into practice. The move to Value Stream Management (VSM) is a prime example of this. A recent report found that 99% of organizations believe VSM provides key benefits, including accelerated delivery, improved transparency, reduced silos, and more.[1] Given the promise, it seems clear the adoption of VSM is set to accelerate.

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

KDnuggets News March 16, 2022: Learn Data Science Fundamentals & 5 Steps to Become a Data Scientist

KDnuggets

How Long Does It Take to Learn Data Science Fundamentals?; Become a Data Science Professional in Five Steps; New Ways of Sharing Code Blocks for Data Scientists; Machine Learning Algorithms for Classification; The Significance of Data Quality in Making a Successful Machine Learning Model.

article thumbnail

Next CIO UK – the new community for future IT leaders

CIO Business Intelligence

Next CIO UK recognises and celebrates the rising stars in the UK IT sector. Next CIO will help aspiring digital, data and technology leaders develop their careers, build their professional networks and improve their skillsets. This will be done through editorial content, an in-person awards ceremony in London and mentoring from Next CIO UK judges and former CIO 100 winners alike. .

IT 93
article thumbnail

Kubernetes In Action: Second Edition

KDnuggets

Deep dive into Kubernetes, the essential tool for anyone deploying and managing cloud-native applications!

article thumbnail

How Alation is Responding to the Crisis in Ukraine

Alation

Nothing could have prepared us for the war that has come to Europe. The peace we’ve taken for granted since the fall of the Berlin Wall has been shattered. In just 12 days, 2 million Ukrainians have fled their homeland under attack; half of them are children… Millions more are planning their escape. Innocent people are dying. And any hope of a resolution or compromise, for now, seems nonexistent.

IT 52
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.

article thumbnail

South Africa’s King Price Insurance moves to cloud as business grows

CIO Business Intelligence

Insurance companies are no longer only there for their customers in times of disaster. Modern approaches to insurance and changes in customer expectations mean that the insurance business model looks very different than it used to. This change also demands a new business strategy in order to enable the flexibility and agility needed to meet the demands of increasingly tech-savvy and time-sensitive customers.

article thumbnail

How CommScope restructured IT for better business partnership

CIO Business Intelligence

In 2008, Praveen Jonnala became global vice president of digital transformation and business solutions for CommScope, then a $2 billion manufacturer of network infrastructure solutions. Today, after 14 years of acquisitions, the business has more than quadrupled in size. “What worked for us 10 years ago will not work for the next three,” says Jonnala, who became CIO in 2021.

IT 100