Sat.Jun 11, 2022 - Fri.Jun 17, 2022

article thumbnail

8 Ways Successful Online Business Leverage Big Data

Smart Data Collective

Big data technology is disrupting almost every industry in the modern economy. Global businesses are projected to spend over $103 billion on big data by 2027. While many industries benefit from the growing use of big data, online businesses are among those most affected. There are many practical benefits of using big data to grow your online business.

Big Data 101
article thumbnail

Translate Spanish Audio transcriptions to Quechua

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction on Quechua In this article, we will create an app for translating Spanish Audio transcriptions to Quechua. We will leverage the Gradio Python package for creating a web interface for the model and deploy our app on Hugging Face Spaces. With the advent […]. The post Translate Spanish Audio transcriptions to Quechua 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.

article thumbnail

My top learning and pondering moments at Splunk.conf22

Rocket-Powered Data Science

I recently attended the Splunk.conf22 conference. While the event was live in-person in Las Vegas, I attended virtually from my home office. Consequently I missed the incredible in-person experience of the brilliant speakers on the main stage, the technodazzle of 100’s of exhibitors’ offerings in the exhibit arena, and the smooth hip hop sounds from the special guest entertainer — guess who ?

article thumbnail

6 Tips For Software Vendor Selection

BA Learnings

Selecting vendors for software implementation projects can seem like a complicated process but it doesn’t have to be with the right tips in mind. This article discusses tips for vendor selection you should know about: Ensure your requirements are cleared ad devoid of ambiguities: Documented requirements will guide the vendors in determining their suitability to respond and should as much as possible, reflect what is to be achieved during the implementation.

Software 130
article thumbnail

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.

article thumbnail

Primary Supervised Learning Algorithms Used in Machine Learning

KDnuggets

In this tutorial, we are going to list some of the most common algorithms that are used in supervised learning along with a practical tutorial on such algorithms.

article thumbnail

How ML with Titanic Dataset Could be Misleading?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The Titanic ship disaster is one of the most infamous shipwrecks. The luxury cruiser, touted to be one of the safest when launched, sank thousands of passengers due to an accident with an iceberg. Out of 2224 passengers, 1502 passengers died due to […]. The post How ML with Titanic Dataset Could be Misleading?

More Trending

article thumbnail

How Understanding Data Can Improve Your Marketing Efforts

Smart Data Collective

Global companies spent over $2.83 billion on marketing analytics in 2020. This figure certainly increased in light of the pandemic, as digitization accelerated. Marketing has always been about numbers. Now, those numbers are highly refined, narrowed by algorithms and databases, and processed by people with advanced degrees. Indeed, data and marketing are a match made in heaven, taking much of the guesswork out of a profession that once was as much about luck as it was about creativity.

Marketing 129
article thumbnail

Generate Synthetic Time-series Data with Open-source Tools

KDnuggets

An introduction to the generative adversarial network model DoppelGANger, and how you can use a new open-source PyTorch implementation of it to create high-quality synthetic time-series data.

Modeling 149
article thumbnail

Create Gradio Demo for Speaker Verification

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. In this article, we will build an app for Speaker Verification using UniSpeech-SAT and X-Vectors. We will leverage the Gradio Python package for creating a web interface for the model and deploy our app on Hugging Face Spaces. Introduction on Speaker Verification Have you ever […].

article thumbnail

3 forces shaping the evolution of ERP

CIO Business Intelligence

Moving into the digital 2020s, enterprises are contemplating the adoption of a new generation of collaborative, composable, and cloud-based enterprise resource planning (ERP) technologies, motivated by a stubborn pandemic, insecure supply chains, transient workforces, and other factors. An overwhelming 94% of organizations worldwide are embracing a next-generation ERP strategy that involves migrating to cloud platforms and adopting high-end analytics such as artificial intelligence to overcome t

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

How Deep Learning Technology Improves the Efficiency of Parking Management Systems

Smart Data Collective

Parking Systems and The Current Crisis . The current world is undergoing a rapid transformation as a direct result of the many scientific breakthroughs and technological advancements enabling the production of an abundance of intelligent gadgets, appliances, and systems. Such intelligent devices, gadgets, and systems encompass automation, smart sensor networks, communication systems, and various other gadgets.

article thumbnail

Deep Learning Key Terms, Explained

KDnuggets

Gain a beginner's perspective on artificial neural networks and deep learning with this set of 14 straight-to-the-point related key concept definitions.

article thumbnail

Insurance Charges Prediction Using MLIB

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction on MLIB In this MLIB article, we will be working to predict the insurance charges that will be imposed on a customer who is willing to take the health insurance, and for predicting the same PySpark’s MLIB library is the driver to […]. The post Insurance Charges Prediction Using MLIB appeared first on Analytics Vidhya.

Insurance 380
article thumbnail

The 10 biggest issues IT faces today

CIO Business Intelligence

CIOs are used to rapid change. New technologies hit the market, existing ones evolve, business needs change on a dime, staff comes and goes. All that together, though, is nothing compared to the turbulence that CIOs are seeing today. IT leaders are now contending with continued pandemic-related disruptions, geopolitical instability, and economic volatility — on top of those usual factors.

IT 144
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

How can CIOs Build Business Value with Business Analytics?

Smart Data Collective

Analytics is becoming more important than ever in the world of business. Over 70% of global businesses use some form of analytics. This figure will rise as globalization, supply chain challenges and other factors increase competitiveness. This is an important year for enterprises keeping in view that most global industries are recovering from the pandemic horror, and the era of web 3.0 is at the doorstep.

article thumbnail

Top 15 Books to Master Data Strategy

KDnuggets

In this article, we outline 15 books on topics ranging from the technical to the non-technical, to help you improve your understanding of end-to-end best practices related to data.

article thumbnail

A Complete Guide on Building an ETL Pipeline for Beginners

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction on ETL Pipeline ETL pipelines are a set of processes used to transfer data from one or more sources to a database, like a data warehouse. Extraction, transformation, and loading are three interdependent procedures used to pull data from one database and place […].

article thumbnail

Psst… Are You Doing Digital Transformation All Wrong?

CIO Business Intelligence

Only about 14% of transformation efforts succeed at all and only 3% of those successes are sustained, reports a major analyst firm. A major reason for this overwhelming lack of success is the failure to establish an operational model aligned with a world in which strategic pivots need to happen quickly. Value Stream Management (VSM) has become increasingly prevalent as the best operational model for those few organizations that have successfully transformed.

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

Lightning fast CPU-based image captioning pipelines with Deep Learning and Ray

Domino Data Lab

Translation between Skeletal formulae and InChI labels is a challenging image captioning problem, especially when it involves large amounts of noisy data. In this blog post we share our experience from the BMS molecular translation challenge and show that CPU-based distributed learning can significantly shorten model training times.

article thumbnail

Prepare Your Data for Effective Tableau & Power BI Dashboards

KDnuggets

Although dashboards have become quite an integral part of performance tracking in organizations, implementing them can be tricky even for the most experienced analysts. This guide walks you through the steps that will allow you to create easily updatable, automated and scalable Power BI / Tableau dashboards.

article thumbnail

Snowflake Architecture & Key Concepts for Data Warehouse

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction on Snowflake Architecture This article helps to focus on an in-depth understanding of Snowflake architecture, how it stores and manages data, as well as its conceptual fragmentation concepts. By the end of this blog, you will also be able to understand how Snowflake […].

article thumbnail

How a cloud-first enterprise application strategy boosts speed and scale for your business

CIO Business Intelligence

Against a backdrop of disruptive global events and fast-moving technology change, a cloud-first approach to enterprise applications is increasingly critical. That’s the consensus from members of CIO.com’s community of IT experts who weighed in on how a cloud-first approach to enterprise applications allow an organization to scale its business. With a cloud-first approach, businesses can sidestep the high costs associated with on-premises deployment, installation, maintenance, and IT infrastructu

Strategy 138
article thumbnail

Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity

Speaker: Nicholas Zeisler, CX Strategist & Fractional CXO

The first step in a successful Customer Experience endeavor (or for that matter, any business proposition) is to find out what’s wrong. If you can’t identify it, you can’t fix it! 💡 That’s where the Voice of the Customer (VoC) comes in. Today, far too many brands do VoC simply because that’s what they think they’re supposed to do; that’s what all their competitors do.

article thumbnail

How to Simplify Your Approach to Data Governance

Data Virtualization

Reading Time: 6 minutes Data Governance as a concept and practice has been around for as long as data management has been around. It, however is gaining prominence and interest in recent years due to the increasing volume of data that needs to be. The post How to Simplify Your Approach to Data Governance appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and Information.

article thumbnail

14 Essential Git Commands for Data Scientists

KDnuggets

Learn essential Git commands for versioning and collaborating on data science projects.

article thumbnail

Web 3.0: All You Need to Know!

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Every day billions of people use the World Wide Web to read, write and share information. The web has changed over the past few years, and its current applications are nearly unrecognizable from its early days. This evolution of the web is […]. The post Web 3.0: All You Need to Know!

article thumbnail

What Stands Between IT and Business Success? Data Complexity

CIO Business Intelligence

By George Trujillo, Principal Data Strategist, DataStax. “Water, water everywhere, and all the boards did shrink; Water, water everywhere, nor any drop to drink.”. – “The Rime of the Ancient Mariner” by Samuel Taylor Coleridge. Any enterprise data management strategy has to begin with addressing the 800-pound gorilla in the corner: the “innovation gap” that exists between IT and business teams.

IT 131
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

Trends Data Leaders Should Anticipate

TDAN

Not surprisingly, digital transformation is a prerequisite for forward-thinking businesses. The catastrophic disruption of the global pandemic did not slow down the need for systems, processes, and people who will help modern organizations move faster. Data, as always, is top of mind. With so many trends and tools available, it can be hard to see […].

article thumbnail

Top Data Science Podcasts for 2022

KDnuggets

Here are some data science related podcasts to help you either grow your interest in the field, increase your current knowledge, or help you develop yourself.

article thumbnail

Inserts, Updates, Deletes in SQLAlchemy 1.4/2.0 Core

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction SQLAlchemy is a library of Python or a Database Toolkit that consists of comprehensive tools to work with databases. It has two portions i.e., The Core and The ORM. You can use Python code directly to perform operations such as Create, Read, […]. The post Inserts, Updates, Deletes in SQLAlchemy 1.4/2.0 Core appeared first on Analytics Vidhya.

article thumbnail

Wells Fargo prepares to take a quantum leap

CIO Business Intelligence

Wells Fargo was introduced to quantum computing’s potential in 2019. At that time, the financial services company was exploring post-quantum cryptography and already had research relationships with academic institutions working on AI research. When IBM started work on its quantum computing research network, Wells Fargo decided to explore the possibilities.

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.