Tue.Dec 05, 2023

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Vertical autoscaling for data processing on the cloud

Waitingforcode

The "vertical scaling" has caught my attention a few times already when I have been reading about cloud updates. I've always considered horizontal scaling as the single true scaling policy for elastic data processing pipelines. Have I been wrong?

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5 Free Courses to Master MLOps

KDnuggets

Have you finished learning the basics of machine learning and now wondering what's next? You're in the right place!

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Snowflake’s AWS re:Invent Highlights for Fast-Tracking ML, Gen AI and Application Innovations 

Snowflake

We had a jam-packed week alongside more than 60,000 attendees at Amazon Web Services (AWS) re:Invent, one of the largest hands-on conferences in the cloud computing industry. Engaging with partners and customers — and showcasing what’s new on the Snowflake product front — made for a dynamic time in Las Vegas. Here are highlights from the collaborations, integrations and product enhancements that we were proud to dig in to throughout the week.

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7 Reasons Why You Shouldn’t Become a Data Scientist

KDnuggets

Is data science really the right career option for you? Well, it depends. And that is why we put together this opinionated guide with insights from data professionals.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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API-First Approach to Kafka Topic Creation

DoorDash Engineering

DoorDash’s Engineering teams revamped Kafka Topic creation by replacing a Terraform/Atlantis based approach with an in-house API, Infra Service. This has reduced real-time pipeline onboarding time by 95% and saved countless developer hours. DoorDash’s Real-Time Streaming Platform, or RTSP, team is under the Data Platform organization and manages over 2,500 Kafka Topics across five clusters.

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Beyond Guesswork: Leveraging Bayesian Statistics for Effective Article Title Selection

KDnuggets

The article discusses how Bayesian multi-armed bandit algorithms can optimize digital media title selection, surpassing traditional A/B testing methods, demonstrated with a Python example, to boost audience engagement and decision-making in content creation.

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Managing Recalls with Barcode Traceability on the Delta Lake

databricks

Recent data show that the number of recall campaigns caused by product deficiencies keeps increasing, while each known recorded case is a multi-million.

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Delivering Real-Time Manufacturing Predictive Maintenance

Confluent

Confluent Cloud enables organizations to unlock real-time visibility into manufacturing processes, using real-time data collection and analytics to prevent re-work and tooling failures, delivering an outsized impact on production volume and quality.

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Announcing Databricks Middle East Expansion and Launch of Azure Qatar

databricks

We’re excited to announce the launch of Azure Qatar. With the expanded availability of Azure Databricks, it is now easier than ever for o.

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Credit Karma’s Journey to Reliable Generative AI Models with Data Observability

Monte Carlo

Credit Karma is best known for providing credit scores to millions of consumers — but the fin-tech platform also delivers support for finding financial products like identity monitoring, insurance, checking accounts, saving accounts and loans. And the recommendation engines that power those experiences rely on a massive amount of data. As we learned at IMPACT 2023 from Vishnu Ram , Credit Karma’s VP of Engineering, his team handles more than 65 billion model predictions every single day.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Transitioning from ETL to ELT

Towards Data Science

How cloud computing and analytics engineering forced the transition from ETL to ELT Continue reading on Towards Data Science »

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Is The Confirmation in the 3Cs Of User Stories Making The Implementation Team Over Dependent?

Knowledge Hut

Writing requirements as user stories is the most common and accepted form of documenting requirements in an Agile project. Moreover, product backlogs are made up of requirements written as user stories most of the time. User stories are considered to be simple to create, clear and concise and easily understood, and considered as convenient to update and maintain.

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7 AI Use Cases: Where to Start Leveraging AI in Your Enterprise

Ascend.io

As you navigate today’s business landscape, have you noticed the staggering changes brought on by artificial intelligence (AI)? We’re talking real changes in real companies, impacting everything from routine processes to sparking innovative breakthroughs. AI is transforming everything — and fast. Why This Matters Now According to McKinsey’s latest survey , one-third of businesses are already using generative AI in key areas like marketing, sales, and service operations.

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How To Become System Engineer in 2024?

Knowledge Hut

If you have a passion for information technology (IT) and dream of turning it into a fulfilling career, ponder the path of a systems engineer. This role calls for the ability to grasp the grand scheme while meticulously attending to the finer details. In the following article, we will delve into the prerequisites for entering the field of systems engineering and its current demand, as well as gain a comprehensive understanding of what the role entails.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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What is Prompt Engineering? A Comprehensive Guide

Edureka

These days, it’s common to hear the expression “prompt engineering,” which sends us into a mental rabbit hole. Prompt engineering: what is it? How does it work? And what are its advantages? Recent surveys highlight its importance. For instance, in customer support, a well-structured prompt can improve response accuracy. In data analysis, tailored prompts can extract specific insights.

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10 Best Process Management Software 2024

Knowledge Hut

As companies grow in size, it becomes increasingly difficult for them to handle their operations. Their workflows become complex, making manually managing them a challenging task. In this regard, to optimize their operations, using business process management software can be a viable solution. Such software streamlines and automates repetitive tasks, reducing the risk of errors and improving overall efficiency.

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What is Human-Computer Interaction (HCI)? Everything you need to know

Edureka

Human-machine interaction (HCI) is a dynamic field of study that affects how humans engage with the digital world on a constant basis. HCI is fundamentally concerned with understanding and developing interfaces that bring people and computers together, with the goal of maximizing the efficiency and ease of this interaction. We’ll explore the depths of HCI in this blog, looking at its immense advancements, repercussions for the future, and ongoing changes to the way we work, play, and engag

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Top 5 Reasons to Choose Financial Modelling with Excel

Knowledge Hut

Excel as a tool is recognised as a solution for simple and complex data analysis across industries. Financial Modelling with excel is an excellent opportunity to grow skills and learn how to model the organisation with all the existing and historical data. This analysis supports learning goals and gives insight on factors to consider and improve existing models within the organisation.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Improving Your SQL Logic with Common Table Expressions

Towards Data Science

Making logic easier to write, read, explain, and maintain Continue reading on Towards Data Science »

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Getting a Certificate on CSM from a Good Institute isn't Tough anymore

Knowledge Hut

CSM is the abbreviation for Certified Scrum Master. It is interesting to note that a certified Scrum Master assist project teams properly use Scrum. In this manner, the overall success of the likelihood of the success of the project is significantly increased. It is also important to note that a professional who has a certificate on a CSM course holistically understands the overall success of the project.

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PMBOK 7 vs PMBOK 6: The Key updates and changes in the 7th Edition

Edureka

What is PMBOK? A thorough manual outlining the core techniques and concepts of project management is called the Project Management Body of Knowledge (PMBOK). It provides a foundational reference for project managers, practitioners, and organizations globally, providing a framework for managing projects successfully across a range of sectors and industries.

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What is Marketing? Strategies, Types and Importance

Knowledge Hut

In today's world, we see new and innovative products coming up daily. They have been advertised everywhere: television, radio, websites, social media, and whatnot. These are targeted and meant for us, the end consumers. Business organizations are involved in various activities like procurement , production, logistics, etc., to develop their products.

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

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PMBOK 7 vs PMBOK 6: The Key updates and changes in the 7th Edition

Edureka

What is PMBOK? A thorough manual outlining the core techniques and concepts of project management is called the Project Management Body of Knowledge (PMBOK). It provides a foundational reference for project managers, practitioners, and organizations globally, providing a framework for managing projects successfully across a range of sectors and industries.

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How to Become a Product Designer in 2024?

Knowledge Hut

What comes to your mind when you hear the term “Product Designer”? What are their roles and responsibilities? How does this role fit in an organization? All these questions may spring up when you hear the term “product designer” Product designers are creative people who put user experience before anything else. They are also referred to as user experience designers, customer experience architects, and user interface designers depending on the area of design expertise.

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Scala 3: Type-Level Programming

Rock the JVM

Discover how type-level programming can be used to tackle practical problems effectively

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How to Become a Marketing Project Manager?

Knowledge Hut

In the ever-evolving field of marketing, the role of a Marketing Project Manager is growing in significance every day. These professionals are the linchpins ensuring that marketing campaigns and projects run without a hitch. In this article, I will guide you through the responsibilities of a Marketing Project Manager, the steps on How to Become a Marketing Project Manager?

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Business Intelligence 101: How To Make The Best Solution Decision For Your Organization

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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Practical Type-Level Programming in Scala 3

Rock the JVM

by Daniel Beskin 1. Introduction Scala 3 boasts many features that are meant to simplify and enhance type-level programming: match types, inlines, diverse compile-time operations, and the list goes on. With all these new features it is quite easy to get lost when trying to solve a concrete problem using type-level techniques. In this article my aim is to bridge that gap by showing, step by step, how to solve a concrete problem using many of the new type-level features that Scala 3 provides.

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Top 13 Must-have Characteristics of a Project Manager

Knowledge Hut

Good leaders are hard to find, but great project managers are rarer still What a great saying! Well, it is worth acknowledging that finding a reliable and successful project manager in the current era is like finding a true pearl inside the seashell. The project management journey starts with initiation and ends with the closing of a project. This raises the demand for skilled Project Managers across the globe who can use project management tools to keep all aspects of a project organized.

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Influence Diagram in PMP with Examples

Knowledge Hut

The Project Management Professional (PMP)® is the world’s most recognized project management qualification. The PMP certification is a globally recognized credential to prove one’s command of knowledge and skills necessary to perform project management. The certification is offered by the Project Management Institute (PMI®) through a globally distributed network of professional bodies.

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Information Security Manager Salary in 2024 [Freshers & Experienced]

Knowledge Hut

As an information security manager, I encountered a data bre­ach at Flagstar Bank in June 2022. This breach led to compromised customer data and financial losses for the company. To resolve this issue, I first analyzed log files, network traffic, and system behavior to identify the source of the breach. Once identifie­d, I promptly addressed the vulne­rabilities in the affecte­d systems by updating software versions, applying se­curity patches, and configuring firewalls.

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Driving Responsible Innovation: How to Navigate AI Governance & Data Privacy

Speaker: Aindra Misra, Senior Manager, Product Management (Data, ML, and Cloud Infrastructure) at BILL

Join us for an insightful webinar that explores the critical intersection of data privacy and AI governance. In today’s rapidly evolving tech landscape, building robust governance frameworks is essential to fostering innovation while staying compliant with regulations. Our expert speaker, Aindra Misra, will guide you through best practices for ensuring data protection while leveraging AI capabilities.