Wed.Mar 01, 2023

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How to get started with dbt

Christophe Blefari

This article is meant to be a resource hub in order to understand dbt basics and to help get started your dbt journey. When I write dbt, I often mean dbt Core. dbt Core is an open-source framework that helps you organise data warehouse SQL transformation. dbt Core has been developed by dbt Labs, which was previously named Fishtown Analytics. The company has been founded in May 2016. dbt Labs also develop dbt Cloud which is a cloud product that hosts and runs dbt Core projects.

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Filtering rules accumulator

Waitingforcode

Data can have various quality issues, from missing to badly formatted values. However, there is another issue less people talk about, the erroneous filtering logic.

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KDnuggets News, March 1: Essential A/B Testing Course for Data Science • The Importance of Probability in Data Science

KDnuggets

Essential A/B Testing Course for Data Science • The Importance of Probability in Data Science • 5 Statistical Paradoxes Data Scientists Should Know • Free TensorFlow 2.

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Here Is How Jolly Aced Motherhood and Business Analytics Like a Pro!

U-Next

An empowered, enthusiastic, ambitious visionary who mastered the art of perfectly taking care of her toddler and successfully operating on data, Jolly Masih is an Associate Professor at the prestigious Symbiosis University of Applied Sciences. As driven and focused as she was, to not let the essential health break affect her career path, Jolly was a whole 9-month pregnant when she gave her interview for the IPBA course.

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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.

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GitHub’s CoPilot Writes Data Pipelines

Confessions of a Data Guy

The post GitHub’s CoPilot Writes Data Pipelines appeared first on Confessions of a Data Guy.

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Latest Artificial Intelligence Projects Ideas and Topics for Beginners!

U-Next

Introduction The ability of a computer or a computer-controlled machine to carry out tasks that humans would typically carry out is known as Artificial Intelligence (AI). The field of AI is highly rewarding for students as diverse opportunities worldwide are available. There’s no industry left where the role of AI is not present. Therefore, opting for AI as a career is a smart decision.

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Anomaly Detection using Sigma Rules (Part 4): Flux Capacitor Design

Towards Data Science

We implement a Spark structured streaming stateful mapping function to handle temporal proximity correlations in cyber security logs Image by Robert Wilson from Pixabay This is the 4th article of our series. Refer to part 1 , part 2 and part 3 for some context. In this article, we will detail the design of a custom Spark flatMapWithGroupState function.

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Scalable Spark Structured Streaming for REST API Destinations

databricks

Spark Structured Streaming is the widely-used open source engine at the foundation of data streaming on the Databricks Lakehouse Platform. It can elegantly.

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If You Have The Will We Have The Perfect Way For You To Excel In Strategic Sales Management With IIM Indore

U-Next

With the threat of pandemic and its consecutive resurgence not dangling in our conscious anymore, we have just mustered the courage to step out of the house. Trying to forget the irreparable damage the pandemic did to us as humanity, we all are finding ways to add some value, zeal and motivation to our lives. If there is one thing that the pandemic was unable to stomp off, it was the human mind’s need to learn and achieve new milestones and the spirit to move on towards a bigger, better and brig

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How Modern Data Technologies Are Remaking the Art of Insurance Underwriting

Snowflake

The insurance industry has always been driven by data. Today, insurance underwriters are under the gun to use new data technologies to shift from hindsight-dependent to future-ready processes. These technologies are unproven and imply risk, but should we be concerned? Underwriters have primarily relied on historical data to predict tomorrow’s risk. In a world with climate change, inflationary pressures amid global economic uncertainty, and increasingly complex supply chains, life is becoming les

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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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Best Morgan Stanley Data Engineer Interview Questions

U-Next

Introduction Data Engineer is responsible for managing the flow of data to be used to make better business decisions. A solid understanding of relational databases and SQL language is a must-have skill, as an ability to manipulate large amounts of data effectively. A good Data Engineer will also have experience working with NoSQL solutions such as MongoDB or Cassandra, while knowledge of Hadoop or Spark would be beneficial.

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Ascend Spotlight: Stop Data Problems in Real-Time

Ascend.io

Have you been looking for an easy way to detect and correct problems in your data in real-time? If you’re like many other data practitioners, problems in your data are often detected way too late, either by your data quality solution that measures quality after your pipelines have run or by your downstream business users looking at reports or analytics in your live production systems.

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IIM Online Courses For Working Professionals: Way To Upskill

Edureka

Everyone wants to go forward in their careers and achieve a higher position. Being in a good post gets you high salaries, more respect, and the power to implement your ideas. But moving forward in your career requires you to equip yourself with the necessary skills. You must become familiar with iim online courses for working professionals. All this is possible if you attend a suitable course.

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Women on Wednesday with Jothi Subramani

Precisely

While the technology industry is evolving, it’s still predominantly male-dominated. To support women in the field, the Precisely Women in Technology (PWIT) program was established to build a network of women within the organization. Within PWIT, women can meet others in the company, participate in mentorship programs, access more opportunities, offer advice, and in general, support one another.

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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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Scrum Master Jobs in the USA

Knowledge Hut

The need for Scrum masters is expanding as more businesses depend on the Scrum methodology to produce high-quality products. One of the primary duties of a Scrum master is ensuring the team has received sufficient training in Agile methods, that the team members are committed to the project, and that they are aware of their roles. The need for knowledgeable, professional workers who can manage and complete numerous projects within the agile framework drives the demand for scrum masters in superp

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On Which Basis The Salary of General Manager Is Allocated

Edureka

For most people, the aim of studying is to get a good job and earn well. People have various plans to spend the salary they earn. Some may want to buy a house, while others may dream of visiting various places around the globe. People reaching higher levels in their careers also have expenditure plans for their income. Before they make such plans, they must know what they will earn.

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IT Project Manager Salary in India 2023

Knowledge Hut

In addition to having a positive economic expansion impact on the nation, Information Technology has enhanced administration by boosting efficiency and flexibility. Indian Information & Technology is growing at its peak and will reach USD144 billion by the end of 2023. Several international companies are coming up with huge projects as they believe in India's capabilities to manage them well.

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What is Data Visualization

Preset

Data visualization is the illustrative representation of information, typically numbers, in a chart, graph, map, or any other type of visual format.

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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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Introducing Compute-Compute Separation for Real-Time Analytics

Rockset

Every database built for real-time analytics has a fundamental limitation. When you deconstruct the core database architecture, deep in the heart of it you will find a single component that is performing two distinct competing functions: real-time data ingestion and query serving. These two parts running on the same compute unit is what makes the database real-time: queries can reflect the effect of the new data that was just ingested.

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Top 5 Interview Questions on Cassandra

Analytics Vidhya

Introduction Cassandra is an Apache-developed free and open-source distributed NoSQL database management system. It manages huge volumes of data across many commodity servers, ensures fault tolerance with the swift transfer of data, and provides high availability with no single point of failure. Java-written Apache Cassandra is highly scalable for Big Data models and comprises flexible […] The post Top 5 Interview Questions on Cassandra appeared first on Analytics Vidhya.

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A UI That Makes You Want to Stream

Cloudera

To get the most out of any application, a graphical user interface improves your efficiency and data streaming without exception. A UI should help you through the steps of an often-complex flow as the visible layer between your problem and solution. Even the most hardcore back end enthusiasts will admit that its significance is undeniable for a complete product.

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10 Reasons Why Business Analytics Is Important In Digital Age

U-Next

Introduction Businesses nowadays are developing in a quick-paced world. More efficient organizational solutions are now available, thanks to newer technological innovations. Business Analytics is one of the important elements that have helped firms toward greater success. The concept of analytics has developed from merely presenting data to more collaborative business intelligence that forecasts outcomes and aids in making decisions for the future.

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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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A Breakthrough Architecture for Real-Time Analytics- An Overview of Compute-Compute Separation in Rockset

Rockset

Rockset introduces a new architecture that enables separate virtual instances to isolate streaming ingestion from queries and one application from another. Compute-compute separation in the cloud offers new efficiencies for real-time analytics at scale with shared real-time data, zero compute contention, fast scale up or down, and unlimited concurrency scaling.

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Types of Artificial Neural Networks in Machine Learning

U-Next

Introduction The development of the worldwide neural networks market is anticipated to be fueled by significant progress in Artificial Intelligence (AI), a spike in cloud disruption in contemporary business, and the introduction of cutting-edge analytical tools and prediction solutions. On the other side, a scarcity of qualified specialists somewhat impedes progress.

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Chainsail: Now Unchained and Open-Source

Tweag

Chainsail, Tweag’s web service for sampling multimodal probability distributions, is now open-source and awaits contributions and new uses from the community! Chainsail was released in August 2022 as a beta version in order to collect initial feedback and survey potential use cases and directions for future development. If you’d like to learn more about Chainsail, have a look at the announcement blog post , a detailed analysis of soft k-means clustering using Chainsail or our walkthrough video.

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Artificial Intelligence Salaries for Freshers!

U-Next

Introduction Artificial intelligence is the most in-demand technology vital to mankind. It is the driving force behind space exploration, computer vision, speech analysis, melanoma detection, and natural language processing. Thus, having a profound impact on society and all industrial sectors. It’s no wonder that the AI sector is brimming with job prospects.

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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.