Data Engineering Podcast
AUGUST 13, 2023
Summary Data pipelines are the core of every data product, ML model, and business intelligence dashboard. If you're not careful you will end up spending all of your time on maintenance and fire-fighting. The folks at Rivery distilled the seven principles of modern data pipelines that will help you stay out of trouble and be productive with your data.
Waitingforcode
AUGUST 17, 2023
Lessons learned why it's always worth checking the code implementation to avoid surprises later. Even for vendor-supported solutions.
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KDnuggets
AUGUST 16, 2023
LangChain simplifies building AI assistants with large language models, providing an intuitive API, memory capabilities, access to external tools, the ability to chain LLM actions, and prompt templating. Check out our newest cheat sheet to get up and running now.
Knowledge Hut
AUGUST 17, 2023
Staying current with rapidly advancing technology holds significant importance. Obtaining the latest certifications can enhance your professional standing by providing you with sought-after skills, thereby increasing your attractiveness to potential employers. It's noteworthy that AXELOS is a renowned authority in awarding certifications across a diverse spectrum of IT domains.
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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?
Engineering at Meta
AUGUST 15, 2023
Instagram has introduced Immortal Objects – PEP-683 – to Python. Now, objects can bypass reference count checks and live throughout the entire execution of the runtime, unlocking exciting avenues for true parallelism. At Meta, we use Python (Django) for our frontend server within Instagram. To handle parallelism, we rely on a multi-process architecture along with asyncio for per-process concurrency.
databricks
AUGUST 14, 2023
One of the key challenges that organizations face when adopting the open data lakehouse is selecting the optimal format for their data. Among.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
ArcGIS
AUGUST 15, 2023
Summer internship experience with the Raster Analysis team at Esri- experience the world of GIS with Rakibul Ahasan.
Cloudera
AUGUST 17, 2023
Machine Learning (ML) is at the heart of the boom in AI Applications, revolutionizing various domains. From powering intelligent Large Language Model (LLM) based chatbots like ChatGPT and Bard , to enabling text-to-AI image generators like Stable Diffusion , ML continues to drive innovation. Its transformative impact advances multiple fields from genetics to medicine to finance.
databricks
AUGUST 16, 2023
Thousands of Databricks customers use Databricks Workflows every day to orchestrate business critical workloads on the Databricks Lakehouse Platform. As is often the.
KDnuggets
AUGUST 18, 2023
"You may also like" is a simple phrase that implies a new era in the way businesses interact and connect with their customers, and graph databases can easily help to build recommendation engines.
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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.
Workfall
AUGUST 14, 2023
Reading Time: 7 minutes In today’s data-driven world, efficient data pipelines have become the backbone of successful organizations. These pipelines ensure that data flows smoothly from various sources to its intended destinations, enabling businesses to make informed decisions and gain valuable insights. Two powerful tools that have emerged to simplify the management of data pipelines are DBT (Data Build Tool) and Airflow.
Cloudera
AUGUST 16, 2023
Remember when we announced our redesigned partner program Cloudera Partner Network (CPN) last year? Our goal was to create a more competency-based approach and more comprehensive tools and support to help partners guide their customers adopting modern data strategies based on the Cloudera hybrid data platform. In addition, CPN helps our partners go to market faster, and provides industry-leading incentives and promotions aligned with partner business and sales models.
databricks
AUGUST 13, 2023
Today we are announcing the general availability of Delta Live Tables (DLT) on Google Cloud. DLT pipelines empower data engineers to build reliable.
KDnuggets
AUGUST 16, 2023
How to Use ChatGPT to Convert Text into a PowerPoint Presentation • Best Python Tools for Building Generative AI Applications Cheat Sheet • Data Scientists Need to Specialize to Survive the Tech Winter • Python Vector Databases and Vector Indexes: Architecting LLM Apps • How To Speed Up SQL Queries Using Indexes [Python Edition]
Speaker: Scott Sehlhorst
We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.
Towards Data Science
AUGUST 17, 2023
Unit testing dbt models has always been one of the most critical missing pieces of the dbt ecosystem.
Knowledge Hut
AUGUST 18, 2023
In my early career, I knew that getting certified in AWS would be essential for success. Now that I have obtained multiple AWS certifications, I can vouch for their value to professionals & companies alike. With cloud computing becoming the new norm in today's marketplace, AWS certifications are nothing short of essential. From AWS Certified Solutions Architect to AWS Certified DevOps Engineer, there are many different paths to choose from as per your career goals & skill set.
databricks
AUGUST 16, 2023
The Personalization Paradigm: Balancing Business Self-Service and Data Governance Personalization transforms businesses, shaping and reshaping the way brands connect with their audiences. Its.
KDnuggets
AUGUST 15, 2023
Forget ChatGPT, This New AI Assistant Is Leagues Ahead and Will Change the Way You Work Forever • Best Python Tools for Building Generative AI Applications Cheat Sheet • 3 Ways to Access GPT-4 for Free • 5 Python Packages For Geospatial Data Analysis • Time Series Analysis: ARIMA Models in Python
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.
Hevo
AUGUST 18, 2023
Are you struggling to connect PostgreSQL on Amazon RDS to Snowflake? Do you find it challenging to integrate the two platforms and leverage the powerful analytics features of Snowflake? You’re not alone. To analyze the vast amounts of data stored in PostgreSQL databases on Amazon RDS, integration with Snowflake becomes a viable solution.
Knowledge Hut
AUGUST 18, 2023
As technology gets more advanced, cloud-native apps become more complicated. We need experts who can handle and set up these apps well. When I started as a new developer, I wasn't sure about learning Kubernetes. But working with different cloud apps showed me how powerful Kubernetes can be in managing and setting up my work. If you're in a similar situation, going for a Kubernetes certification is a great idea.
Monte Carlo
AUGUST 17, 2023
TOCA Football is a technology enabled experience that helps players elevate their soccer game and is an official training partner of Major League Soccer. Their proprietary training system collects data on every session at a ball-by-ball level giving players the insights they need to take their training, and their game, to the next level. TOCA’s business also needs insights from high-quality data to perform at its peak.
KDnuggets
AUGUST 15, 2023
Devart is excited to extend a special offer to its valued customers on its 26th birthday. From August 15th to August 31st, 2023, you can dive into a world of seamless data connectivity with an incredible 20% discount on their top-notch Data Connectivity tools.
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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.
Hevo
AUGUST 18, 2023
There are several reasons why data replication from PostgreSQL on Amazon RDS to SQL Server may become necessary. These reasons include changes in business processes, increased data volumes, and enhanced performance requirements. By replicating data from PostgreSQL on Amazon RDS to SQL Server, you can also enhance data quality, improve accessibility, and ensure data security.
Knowledge Hut
AUGUST 18, 2023
As a tech enthusiast, I am always on the hunt for the latest & greatest in the industry. With the rise of cloud computing, there’s no better time to explore the top Google Cloud Certifications that can take your career to new heights. Having gone through the process myself, I can attest to the immense value & recognition that comes with earning a Google Cloud Certification.
Monte Carlo
AUGUST 17, 2023
Data pipelines are a set of processes that enable the flow of data from one system to another, and one such process you can use is ETL ( e xtract, t ransform, l oad). The way to think of the relationship between the two is that ETL is a data pipeline, but not all data pipelines are ETL. Besides ETL, there are quite a few ways to process data that fall under the umbrella of data pipelines, including real time processing , data sharing , ELT , and Zero ETL.
KDnuggets
AUGUST 18, 2023
"This Week in AI" on KDnuggets provides a weekly roundup of the latest happenings in the world of Artificial Intelligence. Covering a wide range of topics from recent headlines, scholarly articles, educational resources, to spotlight research, the post is designed to keep readers up-to-date and informed about the ever-evolving field of AI.
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.
Hevo
AUGUST 18, 2023
Replicating data from PostgreSQL on Amazon RDS to Redshift offers a multitude of benefits, unlocking the full potential of your data-driven initiatives. Amazon RDS provides a scalable and fully-managed relational database solution, ensuring effortless deployment and efficient data management.
Scott Logic
AUGUST 17, 2023
Over the years, some organisations (including some I have been part of) have promoted the idea of ‘celebrating failure’, encouraging employees to be open when it comes to mistakes they have made in the past, in order to learn for the future. But how honest have we really been when doing this? Psychologically, everyone has an invisible line which must not be crossed in admitting to failure – for example, would a hedge-fund banker shout from the rooftops about making a wrong decision that resulted
Knowledge Hut
AUGUST 17, 2023
Six Sigma certifications are highly regarded and recognized globally for their focus on process improvement, problem-solving, and quality management, which makes getting a Six Sigma certification the ideal way to move forward in your career in the quality domain. From my experience, I can tell you that every Six Sigma professional takes Six Sigma Certifications very seriously.
KDnuggets
AUGUST 15, 2023
In this free ebook, readers will learn how to employ data cleaning and preprocessing for data science using the Python ecosystem.
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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