Sat.Sep 26, 2020 - Fri.Oct 02, 2020

article thumbnail

What is AWS? Why Every Data Science Professional Should Learn Amazon Web Services

Analytics Vidhya

Overview Amazon Web Services (AWS) is the leading cloud platform for deploying machine learning solutions Every data science professional should learn how AWS works. The post What is AWS? Why Every Data Science Professional Should Learn Amazon Web Services appeared first on Analytics Vidhya.

article thumbnail

5 Tips On Achieving Business Model Innovation

BA Learnings

According to a study conducted by IBM in 2012, companies that perform well tend to innovate their business models quite frequently, compared to underperformers. Innovation is essential to remaining competitive if a business is to stay afloat and remain relevant. History provides examples of companies that have lost out by missing out on opportunities to innovate – Think Motorola, Nokia, Lehman Brothers, Kodak, American Airlines – the list goes on.

Modeling 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

7 Feature Engineering Techniques in Machine Learning You Should Know

Analytics Vidhya

Overview Feature engineering techniques are a must know concept for machine learning professionals Here are 7 feature engineering techniques you can start using right. The post 7 Feature Engineering Techniques in Machine Learning You Should Know appeared first on Analytics Vidhya.

article thumbnail

Machine Learning Maximizes Email Marketing ROI With List Segmentation

Smart Data Collective

Email has proven to be a remarkably resilient marketing medium. The ROI of email marketing can be up to 4,400%. However, email marketing is also rather complicated. Businesses that depend on email marketing need to take advantage of various types of technology to leverage it effectively. We have previously written about the benefits of data driven marketing , but wanted to focus more on the benefits of machine learning as well.

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

Will Finance Become 100% Digitalized?

Jedox

We have been talking about a digital transformation in Finance for ages. Some have come far on the journey while others are still struggling. Having just gone through a severe crisis that saw everyone working remotely and using digital tools makes this transformation more relevant than ever. . Right now, we are looking at two almost extreme cases: On one hand, we are at a stage where the transformation can be completed because of all the tools are available.

Finance 136
article thumbnail

5 Tips For Achieving Business Model Innovation

BA Learnings

According to a study conducted by IBM in 2012, companies that perform well tend to innovate their business models quite frequently, compared to underperformers. Innovation is essential to remaining competitive if a business is to stay afloat and remain relevant. History provides examples of companies that have lost out by missing out on opportunities to innovate – Think Motorola, Nokia, Lehman Brothers, Kodak, American Airlines – the list goes on.

Modeling 130

More Trending

article thumbnail

Upgrade Journey: The Path from CDH to CDP Private Cloud

Cloudera

Cloudera delivers an enterprise data cloud that enables companies to build end-to-end data pipelines for hybrid cloud, spanning edge devices to public or private cloud, with integrated security and governance underpinning it to protect customers data. Cloudera has found that customers have spent many years investing in their big data assets and want to continue to build on that investment by moving towards a more modern architecture that helps leverage the multiple form factors.

Testing 132
article thumbnail

Machine Learning Aids Marketing With Conversation Intelligence Software

Smart Data Collective

We have talked extensively about the benefits of machine learning in the field of marketing. We pointed out that machine learning is actually driving the digital marketing revolution. However, the benefits of machine learning can be applied to the broader field of marketing as well. One of the most disruptive and beneficial applications of machine learning is with conversational intelligence.

article thumbnail

Providing fine-grained, trusted access to enterprise datasets with Okera and Domino

Domino Data Lab

Domino and Okera – Provide data scientists access to trusted datasets within reproducible and instantly provisioned computational environments. In the last few years, we’ve seen the acceleration of two trends — the increasing amounts of data stored and utilized by organizations, and the subsequent need for data scientists to help make sense of that data for critical business decisions.

article thumbnail

Let’s Solve Overfitting! Quick Guide to Cost Complexity Pruning of Decision Trees

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Understanding the problem of Overfitting in Decision Trees and solving it by. The post Let’s Solve Overfitting! Quick Guide to Cost Complexity Pruning of Decision Trees 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

UK Government: From cloud first to cloud appropriate?

Cloudera

Since 2013 the UK Government’s flagship ‘Cloud First’ policy has been at the forefront of enabling departments to shed their legacy IT architecture in order to meaningfully embrace digital transformation. The policy outlines that the cloud (and specifically, public cloud) be the default position for any new services; unless it can be demonstrated that other alternatives offer better value for money. .

article thumbnail

Ransomware And The Defense Industrial Base

Smart Data Collective

The Defense Industrial Base (DIB) is always under constant ransomware attacks. The malicious actors behind these attacks often block access to sensitive government data, intellectual property, and even trade secrets until they get paid. This can potentially harm a government’s military capabilities and operations. According to the Symantec Internet Security Threat Report of 2016, governments’ growing dependence on information technology makes them vulnerable to ransomware attacks.

article thumbnail

Interview With Stevens Institute of Technology: A New Spin on Back to School

Dataiku

Recently, I had the opportunity to sit down with Professor Alkiviadis Vazacopoulos and Aditya Shenoy , MBA candidate, from the School of Business at Stevens Institute of Technology in Hoboken, N.J.

article thumbnail

Hypothesis Generation for Data Science Projects – A Critical Problem Solving Step

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The first step towards problem-solving in data science projects isn’t about. The post Hypothesis Generation for Data Science Projects – A Critical Problem Solving Step 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

Cloudera Data Warehouse outperforms Azure HDInsight in TPC-DS benchmark

Cloudera

Performance is one of the key, if not the most important deciding criterion, in choosing a Cloud Data Warehouse service. In today’s fast changing world, enterprises have to make data driven decisions quickly and for that they rely heavily on their data warehouse service. . In this blog post, we compare Cloudera Data Warehouse (CDW) on Cloudera Data Platform (CDP) using Apache Hive-LLAP to Microsoft HDInsight (also powered by Apache Hive-LLAP) on Azure using the TPC-DS 2.9 benchmark.

article thumbnail

How Data Technology Disrupts Facebook Advertising At Its Core

Smart Data Collective

We have talked about some of the biggest ways that big data has influenced the field of marketing. One of the biggest changes big data has created in recent years is in the realm of Facebook advertising. Facebook has been one of the pioneers in big data technology for years. However, many brands haven’t figured out how to use the site’s data to their own advantage.

article thumbnail

Getting Strategic: Incorporating Long Range Forecasts into your Tax Reporting Toolkit

Jet Global

Webinar Date: 15 October, 2020 12 PM – 1 PM UTC. Register Now. We’ve considered challenges and solutions for tax forecasting in the short-term. How prepared are we for the risks and opportunities in the long-term? In this final session Susie Cooke, Partner, Deloitte Canada, alongside insightsoftware’s Jamie Eagan, VP Product Management, and Kathryn Abate, Pre Sales Director, Tax, will look further ahead; incorporating potential and/or likely longer-term government measures occurring

article thumbnail

10 Statistical Functions in Excel every Analytics Professional Should Know

Analytics Vidhya

Overview Microsoft Excel is an excellent tool for learning and executing statistical functions Here are 12 statistical functions in Excel that you should master. The post 10 Statistical Functions in Excel every Analytics Professional Should Know 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

Machine Learning BACKWARDS – A Conversation with Eric Siegel

Decision Management Solutions

Eric Siegel and I had a great discussion about doing Machine Learning BACKWARDS recently – you can watch the recording below or on our YouTube Channel. Eric, if you don’t know, is the founder of Predictive Analytics World, a leading consultant, and author of “ Predictive Analytics “ You can also check out Eric’s new Coursera class.

article thumbnail

Business Data Lineage – The History of Your Data

Octopai

David, the Chief Business Analyst for a medium-sized software company, walked into the office on Monday morning and greeted his staff with a smile and encouraging words. They had great numbers to round off Q3 and David was looking forward to sharing that exciting information at the shareholders meeting that afternoon. But as he collected the Q3 report that he had just sent to the printer, a considerable inconsistency glared up at him.

article thumbnail

Top Five Financial KPIs for Utilities Industry

Jet Global

Key performance indicators have never been more important for those in the utilities industry. Why? Because this sector is undergoing transformational changes. The push for sustainable energy means that new energy sources and delivery methods are coming online and will for years to come. Utility companies will need to report and monitor their KPIs obsessively to understand how these new approaches to energy are positively and negatively affecting their financial performance.

article thumbnail

How I Became a Data Science Competition Master from Scratch

Analytics Vidhya

Overview Winning data science competitions can be a complex process – but you can crack the top 3 if you have a framework to. The post How I Became a Data Science Competition Master from Scratch appeared first on Analytics Vidhya.

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

Why Data Upskilling is the Backbone of Digital Transformation

DataCamp

Scaling organization-wide data fluency training is not an easy task. Learn how to scale your data program and ensure the success of your digital transformation initiatives.

article thumbnail

Essential Proxy Selection Tips For Web Data Mining

Smart Data Collective

Data mining has led to a number of important applications. One of the biggest ways that brands use data mining is with web scraping. Towards Data Science has talked about the role of using data mining tools with web scraping. Unfortunately, the power of Hadoop and other modern data mining technology is eclipsed by limits that Google and other brands place on data queries made from the same IP.

article thumbnail

Replacing Discoverer: Top Ways to Move Forward with Real-Time Data

Jet Global

Webinar Date: October 15, 2020 1PM across various time zones. NA. Register Now. EMEA. Register Now. APAC. Register Now. Over the years of DISCOVERER use, scores of reports were created. Are you struggling with the de-supported ORACLE DISCOVERER and not sure where to start with this process? Join Susan Adkison, an Oracle products expert, to learn a simple way to convert these Discoverer reports and explore easier ways to analyze Oracle EBS financial and operational reporting in the familiar Excel

article thumbnail

A Quick History of Neural Networks

Analytics Vidhya

This article is part of the Data Science Blogathon. Introduction Neural networks are ubiquitous right now. Organizations are splurging money on hardware and talent. The post A Quick History of Neural Networks 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

Continuous Integration and Continuous Deployment (CI/CD) in Dataiku DSS

Dataiku

If you have heard of CI/CD, are (or will be) using Dataiku DSS, and are wondering whether the two make sense together, you are in the right place. In this article, we will review the basics on CI/CD and cover all the topics that require special attention. Note that it goes hand-in-hand with our knowledge base entry, Building a Jenkins pipeline for Dataiku DSS , which shows step-by-step how to apply the concepts introduced here.

IT 82
article thumbnail

GUIs and the Future of Work

DataCamp

We'll see more data work done in GUIs, via drag-and-drop and point-and-click interfaces.

118
118
article thumbnail

How to enable Cloudera Data Visualization in CDW

Cloudera

In our previous blog post we introduced Cloudera Data Visualization in Cloudera Data Warehouse (CDW) available in tech preview, in CDP Public Cloud. This blog will help you get started with Cloudera Data Visualization, so you can start building interesting and powerful applications on all types of data. Before you start. Make sure that. You have a CDP account set up (for instance, you may use our trial experience ).

article thumbnail

How Does the Gradient Descent Algorithm Work in Machine Learning?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Gradient Descent is one of the most used machine learning algorithms. The post How Does the Gradient Descent Algorithm Work in Machine Learning? 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.