Sat.Feb 13, 2021 - Fri.Feb 19, 2021

article thumbnail

15 Supply Chain Metrics & KPIs You Need For A Successful Business

datapine

“It’s not the organizations that are competing. It’s the supply chains that are competing.” – Wael Safwat, SCMAO. The supply chain is essentially the backbone of any business: a living ecosystem that ensures the smooth, efficient, and consistent delivery of a product or service from a supplier to a customer. And if your supply chain is inefficient, ineffective, or fragmented, it could seriously hinder your commercial prospects.

Metrics 260
article thumbnail

2021: The Year Real Time Gets Real

DataKitchen

The post 2021: The Year Real Time Gets Real first appeared on DataKitchen.

130
130
Insiders

Sign Up for our Newsletter

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

article thumbnail

Introduction to Machine Learning for Absolute Beginners

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Machine learning.Sounds cool right? When I see those two words, The post Introduction to Machine Learning for Absolute Beginners appeared first on Analytics Vidhya.

article thumbnail

5 things on our data and AI radar for 2021

O'Reilly on Data

Here are some of the most significant themes we see as we look toward 2021. Some of these are emerging topics and others are developments on existing concepts, but all of them will inform our thinking in the coming year. MLOps FTW. MLOps attempts to bridge the gap between Machine Learning (ML) applications and the CI/CD pipelines that have become standard practice.

Data Lake 293
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

Technologies that Could See Significant Growth

TDAN

With the new year events well behind us, we’re steadily focused on moving forward in 2021. While we have seen a change in the calendar year, one initiative that continues to be a top priority for businesses is storing, managing, accessing and optimizing corporate data. Given that, let’s consider what I believe will be some […].

article thumbnail

Inside 2021 ML Trends: Causality

Dataiku

In January, our Dataiku Lab team presented their annual findings for up-and-coming machine learning (ML) trends , based on the work they do in machine learning research. In this series, we're going to break up their key topics (trustworthy ML, human-in-the-loop ML, causality, and the connection between reinforcement learning and AutoML) so they're easy for you to digest as you aim to optimize your ML projects in 2021.

More Trending

article thumbnail

Big Data Insights Show Surprising Impact of Diversity on Likelihood of Successful Ransomware Attacks

Smart Data Collective

Big data has shed some important insights on a number of facets of modern organizational functions. One of the areas that has been shaped by big data is cybersecurity. We have talked about the importance of using big data to strengthen cybersecurity by creating more robust defenses. However, there are also less direct reasons that big data can be important for stopping cyberattacks.

Big Data 120
article thumbnail

Open Source in Data Science [Infographic]

DataCamp

Our infographic explains how the open-source revolution has transformed data science and maps out how to become fluent in data manipulation, data visualization, machine learning, reporting and communicating data, and natural language processing.

article thumbnail

Express Cloudera POV on 2021 data trends in insurance

Cloudera

Almost a year into the pandemic, the accelerated digital transformation has begun to feel less abrupt and more sustained. 2021 looks likely to be defined by a new phase: Thriving on digital transformation, rather than just surviving through it. . We’ve written about the changes forced on the traditionally risk-averse insurance industry by COVID-19. In 2021, with the crisis hopefully fading, insurance will have time to evaluate the changes made in 2020, assessing what worked and what didn’t

Insurance 106
article thumbnail

6 Open Source Data Science Projects That Provide an Edge to Your Portfolio

Analytics Vidhya

ArticleVideos Introduction “I understand the concepts well. Why should I focus on data science projects in my data science journey?” I have been in. The post 6 Open Source Data Science Projects That Provide an Edge to Your Portfolio 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

How to Choose a Data Science Use Case

Dataiku

When choosing a data science use case, the ultimate goal is to leverage data to support a business decision or action. In simpler terms, just ask yourself: “What question am I trying to answer?” To respond, you will need to communicate and collaborate with your teams to determine any unsolved issues or ideas the company can benefit from — inclusivity is key to identifying all potential use cases or questions you will want to answer using data.

article thumbnail

Machine Learning Algorithms and the Data Pros Who Use Them

Business Over Broadway

A recent survey by Kaggle revealed that data professionals used a variety of different ML algorithms in their work. On average, data professionals used two (median) algorithms. The most frequently used algorithms were 1) linear/logistic regression, 2) decision trees/random forests and 3) Convolutional Neural Networks. The total number of and use of specific algorithms varied across job titles, with ML engineers using the most (4) and DBA/Database Engineers using the least (1).

article thumbnail

Doing Power BI the Right Way: 4. Power Query design best practices

Paul Turley

Part of the the series: Doing Power BI the Right Way Although my professional focus is building enterprise-scale BI solutions, I’ve created my share of informal Power BI reports that were put together quickly, with the goal to create something “good enough” rather then achieving perfection.

Reporting 106
article thumbnail

Machine Learning Model Deployment using Django

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Pre-requisites Understanding of Machine Learning using Python (sklearn) Basics of Django. The post Machine Learning Model Deployment using Django appeared first on Analytics Vidhya.

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

Data Mining Vital Statistics Yields Fascinating Societal Insights

Smart Data Collective

Data mining serves many essential purposes in numerous applications. It can be vital for identifying some of the most important social trends affecting people all over the country. Last April, we talked about ways that social data can be useful in business. However, social data can serve even more important purposes, especially for public policy makers, GMOs and leading nonprofits.

article thumbnail

Project Management Report: Structure, Examples & Free Templates

FineReport

What is Project Management Report? A project management report is a high-level overview of the current status of a project. In another word, it is a formal and regular record of a project state at a given time. Why is project management report critical? To be more explicit about the importance of project management reports, let’s see what they can bring to companies: Monitor what’s working to encourage the explanation and focus Uncover what’s not working to facilitate reflectio

article thumbnail

Data Scientists: Level Up Your Projects With These Statistics Concepts

Dataiku

According to LinkedIn’s Emerging Jobs on the Rise report for 2021 , data scientist roles are still growing steadily, showing an average annual growth of 35%. As they occupy one of the most multifaceted (and in demand) roles in the data science, machine learning, and AI space, there are some clear skills that most data scientists possess — a general understanding of the industries and businesses they are working across (i.e., key challenges, top use cases), strong communication skills in order to

article thumbnail

Customer Sentiments Analysis of Pepsi and Coca-Cola using Twitter Data in R

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Coca-Cola and PepsiCo are well-established names in the soft drink. The post Customer Sentiments Analysis of Pepsi and Coca-Cola using Twitter Data in R appeared first on Analytics Vidhya.

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

8 Best Data Storytelling Workshops in 2021

Juice Analytics

It is 2021 and many organizations still have too much data and too little ability to communicate it effectively. If you’re looking to add data storytelling skills to your organization, this is a list of world-class data storytelling thinkers and trainers. Why not learn from best? Lea Pica Lea Pica is one of my all-time favorite presenters and an energetic entrepreneur who honed her data storytelling skills with marketing data.

article thumbnail

How Cloud-Based Contact Centers Conquer Call Overload

CDW Research Hub

Cloud-based contact center solutions are one of the most effective ways to scale up contact center capacity during the COVID-19 vaccine rollout. The approval of COVID-19 vaccines was cause for a lot of celebration—but it has also raised a lot of questions about the logistics of a nationwide vaccine rollout. Across the country, many organizations’ phone lines have been overwhelmed with questions from the public about vaccine eligibility, distribution and more.

article thumbnail

The Future of AI in Insurance in 2021

Dataiku

Insurance is one of the many industries that has been tremendously shaken by the events of 2020. These unprecedented happenings are significantly reshaping the insurance market, pushing insurers to review their approach to numerous sectors and risks. This market shock should not overshadow the longer trends at play which are sustainably transforming the insurance business, across all business lines (P&C, life, savings, and commercial): longevity, health conditions, climate change, and the co

article thumbnail

Dialogue Summarization: A Deep Learning Approach

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Dialogue Summarization: Its types and methodology Image cc: Aseem Srivastava. The post Dialogue Summarization: A Deep Learning Approach appeared first on Analytics Vidhya.

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

Tame DataOps System Complexity with a DataOps Platform

DataKitchen

The post Tame DataOps System Complexity with a DataOps Platform first appeared on DataKitchen.

130
130
article thumbnail

7 Data-Driven Steps to Putting Your SaaS Product On Multiple Virtual Shelves

Smart Data Collective

Big data is fundamental to the future of software development. A growing number of developers are finding ways to utilize data analytics to streamline technology rollouts. Data-driven solutions are particularly important for SaaS technology. New SaaS businesses have discovered that data analytics is important for facilitating many aspects of their models.

article thumbnail

Using other CDP services with Cloudera Operational Database

Cloudera

In the previous blog post , we looked at some of the application development concepts for the Cloudera Operational Database (COD). In this blog post, we’ll see how you can use other CDP services with COD. COD is an operational database-as-a-service that brings ease of use and flexibility to Apache HBase. Cloudera Operational Database enables developers to quickly build future-proof applications that are architected to handle data evolution.

article thumbnail

A Simple Machine Learning Implementation to Predict Linear Algebra in Python

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Photo by Max Fischer from Pexels Machine learning is used. The post A Simple Machine Learning Implementation to Predict Linear Algebra in Python appeared first on Analytics Vidhya.

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

4 Ways How Digital Analytics Can Improve Customer Experience

bridgei2i

4 Ways How Digital Analytics Can Improve Customer Experience. Digital Analytics has undergone a paradigm shift in the last two decades and provides a 360-degree view of consumers. Here are BRIDGEi2i’s portfolio of digital analytics solutions to improve customer experience: 1. Clickstream Analytics. Decoding the path taken by consumers as they navigate their way around websites and apps.

article thumbnail

EHR/EMR Software Development Recommendations in a Health Market Governed By Big Data

Smart Data Collective

How do doctors feel about electronic health records (EHRs)? What do they want from this type of software? And what are the major barriers to doctors’ use of EHRs? should be your priority questions if you’ve decided to build custom healthcare software for your medical practice or implement an existing solution. Big data has had a tremendous affect on the healthcare sector.

article thumbnail

Predictive Analytics: The Next Frontier of Business Intelligence

Sisense

Blog. Complex systems connect to and analyze disparate datasets to give human users a clearer picture of the world around them and possibly a glance at the future. Sadly, many companies are stuck using outmoded analytics that give them static, historical reports that only describe what has already happened and are useless in planning for the future.

article thumbnail

A Gentle Introduction to AI for Medical Imaging

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Medical Imaging plays an important role in modern medicine. It. The post A Gentle Introduction to AI for Medical Imaging appeared first on Analytics Vidhya.

article thumbnail

The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.