Sat.Sep 03, 2022 - Fri.Sep 09, 2022

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The Future of Machine Learning in Cybersecurity

CIO Business Intelligence

Machine learning (ML) is a commonly used term across nearly every sector of IT today. And while ML has frequently been used to make sense of big data—to improve business performance and processes and help make predictions—it has also proven priceless in other applications, including cybersecurity. This article will share reasons why ML has risen to such importance in cybersecurity, share some of the challenges of this particular application of the technology and describe the future that machine

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Top 7 Cloud Computing Prerequisites to Learn in 2022

Analytics Vidhya

Introduction If I have to place the finger at any lucrative and promising domains ruling the trending job market at the moment, it has to be Cloud Computing. The scope of cloud computing is only moving faster, strength by strength, and has a brighter future ahead for everyone. There is a surging need for medium […]. The post Top 7 Cloud Computing Prerequisites to Learn in 2022 appeared first on Analytics Vidhya.

Marketing 388
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SQL vs NoSQL: 7 Key Takeaways

KDnuggets

People assume that NoSQL is a counterpart to SQL. Instead, it’s a different type of database designed for use-cases where SQL is not ideal. The differences between the two are many, although some are so crucial that they define both databases at their cores.

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Can Data Mining Aid with Off-Page SEO Strategies?

Smart Data Collective

Data mining technology has led to some important breakthroughs in modern marketing. Even major companies like HubSpot have talked extensively about the benefits of using data mining for marketing. One of the most important ways that companies can use data mining in their marketing strategies is with SEO. Data mining is especially useful in the context of offsite SEO.

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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.

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Dark secrets of developer motivation

CIO Business Intelligence

Human resources has long understood that money is an inadequate motivator. We know that because workers don’t simply operate according to market conditions, always favoring more money above all else. Instead, people are looking for something more ephemeral, which we’ll call meaning. . Developers are also looking for meaning, the sense that their work has purpose, but they have unique ways of finding it that may not always obvious.

Software 131
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Basic Concept Behind Apache Hive and Elasticsearch

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction I’ve always wondered how big companies like Google process their information or how companies like Netflix can perform searches in concise times. That’s why I want to tell you about my experience with two powerful tools they use: Apache Hive and Elasticsearch. […].

More Trending

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Roles of Python Developer in Data Science Teams

Smart Data Collective

Data science is a very complex field that requires the insights of professionals from many different disciplines. One of the fields of professionals that are so important for data science projects are Python developers. What is the Python programming language? Why is it so important in the data science profession ? What Is Python? Python is a powerful programming language that is widely used in many different industries today.

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Making AI accessible leads to greater innovation

CIO Business Intelligence

It’s difficult to visualise the true scale of AI, as it’s almost certainly more than you imagine – it’s going to contribute more to the global economy than the current GDP of India and China combined. PwC research suggests that AI could contribute as much as $15.7 trillion by 2030, and by singularly responsible for a 26 per cent boost in the GDP of local economies.

Testing 144
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The DataHour: Your Upcoming Data Science Learnings!

Analytics Vidhya

Fellow Data Science Enthusiasts, The only way to move forward in your career ladder is by learning and unlearning. And the best way to do that is by adding some new skills to your CV. And Analytics Vidhya comes forward to help you with this. With the new learning topics, get ready to brush up […]. The post The DataHour: Your Upcoming Data Science Learnings!

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Machine Learning Algorithms – What, Why, and How?

KDnuggets

This post explains why and when you need machine learning and concludes by listing the key considerations for choosing the correct machine learning algorithm.

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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.

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How an IT Help Desk and Other Tools Can Reduce IT Support Tickets

Smart Data Collective

It’s probably impossible to run a business without receiving at least a few support tickets. But if your firm is constantly overwhelmed by so many tickets that it feels like you’re drowning, that’s not normal. There are ways to reduce the number of IT support tickets you receive and bring them down to a normal level. Here’s how. The Importance of Reducing Support Ticket Volume.

IT 114
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Government tech procurement takes three times longer than average

CIO Business Intelligence

Government organizations have the longest average buying cycle for technology when compared to other sectors, with procurement laws injecting complexity into the procurement process, according to a Gartner report. The report, which is based on a survey of 1,120 executives with the inclusion of 79 public sector employees across the US, Canada, France, Germany, the UK, Australia and Singapore, showed that the average buying cycle for government entities is 22 months.

Reporting 132
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Machine learning Pipeline in Pyspark

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will learn about machine learning using Spark. Our previous articles discussed Spark databases, installation, and working of Spark in Python. If you haven’t read it yet, here is the link. In this article, we will mainly talk about […]. The post Machine learning Pipeline in Pyspark appeared first on Analytics Vidhya.

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How to build a model to find the most impactful paths in user journeys

KDnuggets

In this how-to, we’ll build a model to uncover which paths in user journeys have the biggest impact on product goals (e.g. conversion). You can use it to improve products or optimize marketing campaigns, or as a base for deeper user behavior analyses.

Modeling 114
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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

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Tips To Improve App UX with Advanced Mobile Analytics?

Smart Data Collective

Analytics technology is having a huge impact on many aspects of modern business. One of the most important applications of analytics is with improving the user experience. User experience is a key part of building a successful mobile app. You cannot build a successful business with your app if it doesn’t offer a smooth experience to users. So, what are the factors that contribute to your app’s user experience?

Analytics 111
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7 ways to create a more IT-savvy C-suite

CIO Business Intelligence

Business is business and IT is IT and never the twain shall meet. At least that’s the way it too often seems when a CIO attempts to show business management how a technology initiative can lead to tangible benefits. Helping enterprise business leaders, C-suite colleagues, and boards understand the value inherent in complex new technologies is a challenge most CIOs face from time to time.

IT 116
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Elastic Load Balancer in AWS and its Benefits

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The cloud trend has gained tremendous importance in the technology industry and the field of science in recent years. The most important aspect of cloud computing is the on-demand application delivery paradigm from the cloud customer’s perspective. As a result, cloud services […].

IT 354
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Free Python for Data Science Course

KDnuggets

Ready to learn how to use Python for data science? This free course has got you covered!

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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.

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AI Technology Helps eCommerce Brands Optimize for Mobile

Smart Data Collective

Not unless you live in the most remote part of this world or somewhere underground, chances are that you have heard something about Artificial Intelligence (AI). But how does AI technology help eCommerce brands optimize for mobile? Artificial Intelligence is becoming a big part of how different industries operate. The popularity of smart devices, security checks, research in the healthcare industry, and self-checkout registers are just a few examples of areas where AI is prominent.

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Better, faster decisions: Why businesses thrive on real-time data

CIO Business Intelligence

Most organizations understand the profound impact that data is having on modern business. In Foundry’s 2022 Data & Analytics Study , 88% of IT decision-makers agree that data collection and analysis have the potential to fundamentally change their business models over the next three years. The ability to pivot quickly to address rapidly changing customer or market demands is driving the need for real-time data.

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Sentiment Analysis using Transformers – Part I

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction This article studies binary sentiment analysis on the IMDb movie reviews dataset. The dataset has 25000 positive and negative reviews in the training set and 25000 positive and negative reviews in the test set. Source: [link] The image below shows the number […].

Testing 331
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Considering a Job Change? Here’s Must-read Advice from 3 Top Data Science Leaders & Innovators

Domino Data Lab

If you’re working in data science and are feeling like making a job change, here are some things top data science innovators say to consider as you look for a new opportunity or plan your next career move. Their career advice–and much more–is captured in the new ebook, The Data Science Innovator’s Playbook , from Domino Data Lab.

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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.

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What Role Does Breach and Attack Simulation Play in Data Protection?

Smart Data Collective

Data security and cybersecurity have often been treated as two fields separate from one another. In reality, they are the two sides of the same coin. Both have a major role in protecting information that’s circling within an organization. Cybersecurity is focused on improving the systems, protocols, and tools that guard the company (and information) against hacking exploits.

Testing 110
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5 steps to move AI beyond buzzwords to deliver true transformative impact

CIO Business Intelligence

The headlines read “Artificial Intelligence (AI) will completely transform your business.” But does the hype match the reality? We have been seeing these exclamations for two decades, but where are the examples? Where are the success stories? Is AI really a game changer, and does it actually apply to my business? Every ten years it seems there is a new technology that is going to change the world, but all too often only leads to disappointment when adopting it becomes too challenging.

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Compute Services Available on Microsoft Azure

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Applications in Azure run on compute services, which determine how they are performed and allow cloud-based applications to be run on-demand. Resources are available on request within a few minutes or seconds, and you only pay for what you use. We will […]. The post Compute Services Available on Microsoft Azure appeared first on Analytics Vidhya.

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Everything You Need to Know About Data Lakehouses

KDnuggets

Learn everything you need to know about data lakehouses.

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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.

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How Have Blockchain and Bitcoin Influenced Business?

Smart Data Collective

The world has changed drastically in recent years. Some of the biggest changes have been driven by advances in blockchain and bitcoin technology. Blockchain and Bitcoin Have Become Important for the Modern Economy. Changes in the economy can definitely be tough to keep up with. After all, there are so many changes that happen on a regular basis. This means if you are someone who is a business owner or an entrepreneur, you are going to have to be on your toes.

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Accenture buys supply chain firm to expand Oracle business

CIO Business Intelligence

Accenture on Wednesday said that it was acquiring US-based supply chain management (SCM) software provider Inspirage for an undisclosed amount to expand its Oracle-focused business. Inspirage will move its 710 employees to the Accenture Oracle Business Group in order to bolster its supply chain management skills and expand its ability to help product-centric clients create interconnected, intelligent and innovative supply chain networks, the companies said in a joint statement.

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Using Docker to Create a Cassandra Cluster

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In the Big Data space, companies like Amazon, Twitter, Facebook, Google, etc., collect terabytes and petabytes of user data that must be handled efficiently. It is seen that RDBMS(Relational DataBase Management System) does not offer an optimal solution for handling huge volumes […].

Big Data 343
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Everything You’ve Ever Wanted to Know About Machine Learning

KDnuggets

Putting the fun in fundamentals! A collection of short videos to amuse beginners and experts alike.

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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.