Start Data Engineering
APRIL 22, 2024
1. Introduction 2. Docker concepts 2.1. Define the OS and its configurations with an image 2.2. Use the image to run containers 2.2.1. Communicate between containers and local OS 2.2.2. Start containers with docker CLI or compose 3. Conclusion 1. Introduction Docker can be overwhelming to start with. Most data projects use Docker to set up the data infra locally (and often in production).
Confessions of a Data Guy
APRIL 19, 2024
Being Data Analytics is a meat grinder, it’s the worst job ever. Horrible it is. It will crush you. The post Data Analytics Suck! Worst Job Ever! appeared first on Confessions of a Data Guy.
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Seattle Data Guy
APRIL 19, 2024
How data is structured, managed and processed will continue to grow in importance as the demand for AI and machine learning increase. It’s unavoidable that as businesses demand that their data teams implement AI, they will also realize that data engineers are a crucial piece of the data pipeline. That means, if you’re looking for… Read more The post 10 Great Videos To Help You Learn Data Engineering appeared first on Seattle Data Guy.
Christophe Blefari
APRIL 19, 2024
easy ( credits ) Hey, new Friday, new Data News. This week, I feel like the selection is smaller than usual, so enjoy the links. I'm a bit late with the Recommendations emails, I'm sorry about that I got a few new leads as a freelancer I had to take in priority changing a bit my schedule. But don't worry it gonna be out soon. AI News 🤖 When do models get the same hype as 2007 iPhone release?
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.
Waitingforcode
APRIL 18, 2024
Streaming jobs are supposed to run continuously but it applies to the data processing logic. After all, sometimes you may need to release a new job package with upgraded dependencies or improved business logic. What happens then?
KDnuggets
APRIL 15, 2024
Want to learn math for data science? Check out these three courses to learn linear algebra, calculus, statistics, and more.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
databricks
APRIL 18, 2024
We are excited to partner with Meta to release the latest state-of-the-art large language model, Meta Llama 3 , on Databricks. With Llama.
Knowledge Hut
APRIL 19, 2024
If you are planning to enter the world of Python programming, the first and the most essential skill you should learn is knowing how to run Python script and code. Once you grab a seat in the show, it will be easier for you to understand whether the code will actually work or not. To learn more about sys.argv command line argument, click here. Python, being one of the leading programming languages , has a relatively easy syntax which makes it even easier for the ones who are in their initial sta
Snowflake
APRIL 17, 2024
In today’s data-driven world, developer productivity is essential for organizations to build effective and reliable products, accelerate time to value, and fuel ongoing innovation. To deliver on these goals, developers must have the ability to manipulate and analyze information efficiently. Yet while SQL applications have long served as the gateway to access and manage data, Python has become the language of choice for most data teams, creating a disconnect.
KDnuggets
APRIL 19, 2024
The collection includes free courses on Python, SQL, Data Analytics, Business Intelligence, Data Engineering, Machine Learning, Deep Learning, Generative AI, and MLOps.
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.
Cloudera
APRIL 18, 2024
Artificial intelligence (AI) is something that, by its very nature, can be surrounded by a sea of skepticism but also excitement and optimism when it comes to harnessing its power. With the arrival of the latest AI-powered technologies like large language models (LLMs) and generative AI (GenAI), there’s a vast amount of opportunities for innovation, growth, and improved business outcomes right around the corner.
databricks
APRIL 16, 2024
We released Ray support public preview last year and since then, hundreds of Databricks customers have been using it for variety of use.
Knowledge Hut
APRIL 16, 2024
The competition for jobs is getting tough in today’s world. Whether you are a job seeker, corporate employee, or a consultant, you should keep your skills up to date in a fast-paced, online world. Agile has become the standard of project management very fast in today’s world, specifically in the IT and service field. Most of the project management professionals have adopted Agile techniques, tools, and concepts to deliver the projects successfully that has never been seen before.
Tweag
APRIL 17, 2024
Last year, at the end of winter, we wrote our impressions of the trends and evolution of infrastructure and configuration management after attending FOSDEM and CfgMgmtCamp. We’re at it again, but with Kubecon this year, the biggest cloud native computing conference. If you’ve never heard of cloud native computing before, it has a number of definitions online, but the simplest one is that it’s mostly about Kubernetes.
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.
KDnuggets
APRIL 18, 2024
Join us on a journey of becoming a professional MLOps engineer by mastering essential tools, frameworks, key concepts, and processes in the field.
Confluent
APRIL 16, 2024
In the era of digital transformation, robust partnerships are key to driving success. Learn how Accelerate with Confluent is fostering meaningful collaborations with system integrators.
databricks
APRIL 17, 2024
The next generation of Databricks SQL dashboards, also known as Lakeview Dashboards, is now generally available on AWS and Azure. This new dashboarding experience is optimized for ease of use, scalable and secure distribution, governance, and performance.
Knowledge Hut
APRIL 16, 2024
Are you thinking of pursuing Agile certifications? Then you must have already made up your mind to opt for professional certifications in Scaled Agile Framework® for your career and organizational benefit. That is an extraordinary idea and you will reap so much out of it! Before you take the next step, it makes sense in knowing what is SAFe ® and why it has become a need of the hour.
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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.
Ascend.io
APRIL 22, 2024
At Ascend, we believe it’s time to rethink data engineering from the ground up. As the world of data continues to evolve at a breakneck pace, we are thrilled to announce the next revolutionary step in our journey – Project Inception. Ascend has always been at the forefront of innovation, and with Project Inception, we’re setting a new standard.
KDnuggets
APRIL 16, 2024
Bring the latest AI implementation to Pandas to improve your data workflow.
Striim
APRIL 22, 2024
Discovery Health, originating in South Africa, has transcended borders to extend its services to over 40 million customers across more than 40 global markets, encompassing regions in Asia, EMEA, and the Americas. Since its inception in 1992, the company has remained steadfast in its core purpose: “to make people healthier and to enhance and protect their lives.” As a multifaceted financial services organization, Discovery Health operates in various sectors including healthcare, life
databricks
APRIL 17, 2024
The use of AI in business has become standard over the past decade. But, are old-fashioned data management practices holding it back? Learn more here.
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Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.
Knowledge Hut
APRIL 16, 2024
Long back, I posted an article on LinkedIn titled, Lessons Learned in Establishing a Project Management Office (PMO.) It centred around the discussion of plan-driven projects, typically manifested by the waterfall methodology. I subsequently spoke on this topic at a Project Management Institute (PMI®) chapter meeting and was asked to incorporate some thoughts on how the PMO might support adaptive or Agile methodologies.
Data Engineering Weekly
APRIL 21, 2024
Meta: Introducing Meta Llama 3 - The most capable openly available LLM to date Meta is taking an interesting approach in the growing LLM market with the open source approach and distribution across all the leading cloud providers and data platforms. It is exciting to see Llama 3 with 70B parameters on par with GPT-3.5, which I believe has 175B parameters.
KDnuggets
APRIL 22, 2024
Are you an aspiring data scientist? If so, these free data science courses from Stanford will help you move forward in your data science journey!
ArcGIS
APRIL 22, 2024
A drawing alert notification system was added in ArcGIS Pro 3.2 as a method for resolving drawing issues in your ArcGIS Pro projects.
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
databricks
APRIL 16, 2024
Introduction In this blog post we dive into inference with DBRX, the open state-of-the-art large language model (LLM) created by Databricks (see Introducing.
Knowledge Hut
APRIL 16, 2024
One of the leading roles of a Scrum master is to foster the development of a self-managing team. Self-organizing teams can function effectively without the oversight of a manager or other external authority. Effective communication , well-defined objectives, and an atmosphere of mutual respect and responsibility are the cornerstones of a high-performing, self-organizing team.
Scott Logic
APRIL 18, 2024
In this episode, Oliver Cronk, Andrew Carr and David Hope talk about the ever-changing world of data, with conversations moving from data warehouse to data lake, and data mesh to data fabric. They discuss the importance of data ownership and common tooling, and their view that data mesh is an approach rather than an architecture.
KDnuggets
APRIL 17, 2024
Let's learn Python by building a command-line TO-DO list app, one step at a time.
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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