Sat.Mar 25, 2023 - Fri.Mar 31, 2023

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5 Advance Projects for Data Science Portfolio

KDnuggets

Work on data analytics, time series, natural language processing, machine learning, and ChatGPT projects to improve your chance of getting hired.

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Why data leaders struggle to produce strategic results

CIO Business Intelligence

Chief data and analytics officers (CDAOs) are poised to be of increasing strategic importance to their organizations, but many are struggling to make headway, according to data presented last week by Gartner at the Gartner Data & Analytics Summit 2023. Fewer than half (44%) of data and analytics leaders say their teams are effective in providing value to their organization.

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Trending Sources

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6 Reasons to Boost Data Security Plan in the Age of Big Data

Smart Data Collective

Our lives are being affected by big data more than ever. Therefore, it should be no surprise that the big data analytics market is projected to be worth $655 billion by 2027. However, the rise of big data has also led to greater security risks. Businesses need to bolster their data security as a result. Our Growing Dependence on Big Data Makes Data Security More Important than Ever Big data is revolutionizing the way we live our lives.

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Applications of Machine Learning and AI in Banking and Finance in 2023

Analytics Vidhya

Introduction Could the American recession of 2008-10 have been avoided if machine learning and artificial intelligence had been used to anticipate the stock market, identify hazards, or uncover fraud? The recent advancements in the banking and finance sector suggest an affirmative response to this question. The keys to business success are sophisticated, intelligent security systems […] The post Applications of Machine Learning and AI in Banking and Finance in 2023 appeared first on Analyt

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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.

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Reading Minds with AI: Researchers Translate Brain Waves to Images

KDnuggets

Two researchers from Osaka University were able to reconstruct highly accurate images from human brain activity obtained by fMRI. Read this article if you are curious to find out what all the hype is about.

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AI bots for customer experience: trends, insights, and examples

CIO Business Intelligence

The hype surrounding AI-based voice and chatbots is evident, but do they deliver? Most still perform only extremely basic tasks and often mirror the poor practices of traditional IVRs. Customers may be open to the idea, but only 30% believe that chatbots and virtual assistants make it easier to address their service issues. The things customers say bots are good at – replying quickly, helping them outside normal business hours, being friendly – are not as important as what 60% say bots fail

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Top 10 AI Email Automation Tools to Use in 2023

Analytics Vidhya

Email automation is a game-changer for businesses, but with AI, it’s becoming even more powerful! AI-powered email automation tools use ML algorithms to analyze data and optimize campaigns, delivering personalized content to each recipient. These tools can also help businesses save time and resources by automating repetitive tasks and providing insights into customer behavior.

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A Complete Collection of Data Science Free Courses – Part 2

KDnuggets

The second part covers the list of Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Data Engineering, and MLOps.

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5 hard questions every IT leader must answer

CIO Business Intelligence

Leadership is not something that just happens. Leadership must be measured, managed, and invested in. After all, how IT leaders are selected, trained, evaluated, and compensated materially impacts the future performance of the enterprise. So, again, when was the last time you had a substantive conversation about leadership with your direct reports? How frequently do you critically examine whether your IT/digital organization is well led?

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No Training Data? No Problem!

Dataiku

A significant quantity of training data has long been a key requirement of successful machine learning (ML) projects. In this blog post, we will see that new state-of-the-art approaches make it possible to mitigate or overcome this constraint in the context of computer vision.

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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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Say Goodbye to Ineffective Marketing Analytics: The AI Solution You Need

Analytics Vidhya

Are you seeking innovative solutions to promote efficiency and productivity in your marketing endeavors? AI is the solution for you! The availability of sophisticated analytical tools that utilize big data has helped businesses develop more accurate profiles. Moreover, employing AI for marketing analysis helps leverage the power of analytics and consumer profile information.

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Distance Metrics: Euclidean, Manhattan, Minkowski, Oh My!

KDnuggets

Looking to understand the most commonly used distance metrics in machine learning? This guide will help you learn all about Euclidean, Manhattan, and Minkowski distances, and how to compute them in Python.

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AMD takes hybrid approach to engineering the cloud’s future

CIO Business Intelligence

AMD CIO Hasmukh Ranjan sits at the cloud’s crossroads. As a chipmaker, AMD is a vital supplier for the public cloud’s compute engine, and among Ranjan’s key remits is to support the engineering of semiconductors that power the cloud. But as a consumer, Ranjan, like all CIOs, must decide where best to place his company’s workload bets. And for AMD’s most critical engineering applications, the answer remains its own data centers — not the cloud.

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Domino Unlocks the Power of Data Science with Ray 2.0 Clusters

Domino Data Lab

OpenAI demonstrated the profound impact generative AI could have. Such techniques turn datasets into transformative tools and products. Tangible AI projects that are both inspiring and can save your company time and money. Better yet, you are in a good position to aim high.

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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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Learn How AI for Social Media can Boost your Next Campaign

Analytics Vidhya

Have you ever wondered how Artificial Intelligence transforms our daily lives? From voice generation to medical diagnoses, AI is increasingly becoming ubiquitous in our society. Marketing and social media are another popular domains where AI is bringing in a lot of changes. AI for social media market is expected to grow at a CAGR of […] The post Learn How AI for Social Media can Boost your Next Campaign appeared first on Analytics Vidhya.

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Top Posts March 20-26: GPT-4: Everything You Need To Know

KDnuggets

GPT-4: Everything You Need To Know • OpenChatKit: Open-Source ChatGPT Alternative • Top Posts March 13-19: GPT-4: Everything You Need To Know • 5 Free Tools For Detecting ChatGPT, GPT3, and GPT2 • 4 Ways to Generate Passive Income Using ChatGPT

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5 ways AI will transform CRM

CIO Business Intelligence

The potential for generative AI systems such as OpenAI’s ChatGPT and Google’s Bard to transform how businesses work is being realized. Hype still surrounds some predictions, but change is here, and one of the first product categories to be impacted is CRM systems. Software-based services are the low-hanging fruit when it comes to this emerging revolution.

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AI Is Changing the Automotive Industry Forever

Smart Data Collective

You probably have heard all about the role of ChatGPT. This tool got a lot of attention after many people realized how efficiently it can help people write content. We even wrote a post talking about ChatGPT as a content marketing tool. However, we have quickly realized that ChatGPT has benefits that go well beyond writing more efficiently. It can even be useful in the automotive industry.

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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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Complete Guide to Pub/Sub in Redis

Analytics Vidhya

Introduction Publish and Subscribe is a messaging mechanism having one or a set of senders sending messages and one or a group of receivers receiving these messages. These senders are called Publishers, responsible for publishing these messages, and the receivers are called Subscribers who subscribe to these Publishers to receive their notifications.

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Automation in Data Science Workflows

KDnuggets

Will data science, known for replacing innately iterative work with automation, become automated? Will data scientists’ jobs be automated too?

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Why 5G and edge computing are key to retail success on Microsoft Cloud

CIO Business Intelligence

The retail industry is transforming rapidly. Modern retailers rely heavily on automation for managing inventory, shelf design, customer service, and logistics. Video cameras and sensors that allow for unique store design help to enhance the customer experience. Technology is truly powering retail transformation, setting modern stores apart from traditional brick-and-mortar ones.

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Growing Demand for Data Science & Data Analyst Roles

Smart Data Collective

Unleash your analytical prowess in today’s most coveted professions – Data Science and Data Analytics! As companies plunge into the world of data, skilled individuals who can extract valuable insights from an ocean of information are in high demand. Join the data revolution and secure a competitive edge for businesses vying for supremacy.

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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.

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How to Use AI Keyword Research to Grow Your Blog in 2023?

Analytics Vidhya

AI-driven keyword research has become indispensable for bloggers looking to grow their audience and boost their online presence. By leveraging advanced ML algorithms, AI tools provide data-driven insights into user search behavior, revealing high-potential keywords to target. This process helps you create compelling, relevant, and searchable content that attracts organic traffic and improves your blog’s […] The post How to Use AI Keyword Research to Grow Your Blog in 2023?

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5 Machine Learning Skills Every Machine Learning Engineer Should Know in 2023

KDnuggets

Most essential skills are programming, data preparation, statistical analysis, deep learning, and natural language processing.

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The SAP Innovation Awards 2023 Finalists Have been Selected

CIO Business Intelligence

First and foremost, on behalf of SAP, we would like to thank all the SAP Innovation Awards 2023 participants for their hard work showcasing the many ways they are delivering impact within their businesses! We are truly grateful for and inspired by all the incredible submissions received this year. This is the perfect opportunity to share an inside look at the judging process, announce our esteemed finalists, and provide a preview for what is next!

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SMEs Use AI-Driven Financial Software for Greater Efficiency

Smart Data Collective

AI is driving major changes in the financial world. It is estimated that Fintech companies spent over $9.5 billion on AI in 2021 , but small businesses may spend even more on AI-driven financial management software. The banking industry is among those most heavily affected by AI. Smart solutions can give banks an advantage over competitors. Some of the benefits of AI in banking include: Banks use AI bots to onboard clients and analyze borrower risk.

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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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Is Pynecone A Full Stack Web Framework for Python?

Analytics Vidhya

Introduction Web frameworks/libraries in Python provide a good foundation for developers who want to develop website applications by combining different features provided by these libraries in Python. Due to its simplicity, many developers have used Python, even for website application development for the backend. Data Science and Machine Learning have recently become a key part […] The post Is Pynecone A Full Stack Web Framework for Python?

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How Data Science Can Transform Mobile App Development?

KDnuggets

Data science is an intelligent and powerful technology. By knowing how to use data science in mobile app development you can achieve great results.

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Best business analyst certifications to level up your career

CIO Business Intelligence

Business analysts are in high demand, with 24% of Fortune 500 companies currently hiring business analysts across a range of industries, including technology (27%), finance (13%), professional services (10%), and healthcare (5%), according to data from Zippia. And the Bureau of Labor Statistics predicts that business analyst jobs will grow 11% from 2021 to 2031.

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Manage your data warehouse cost allocations with Amazon Redshift Serverless tagging

AWS Big Data

Amazon Redshift Serverless makes it simple to run and scale analytics without having to manage your data warehouse infrastructure. Developers, data scientists, and analysts can work across databases, data warehouses, and data lakes to build reporting and dashboarding applications, perform real-time analytics, share and collaborate on data, and even build and train machine learning (ML) models with Redshift Serverless.

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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.