Tue.Jul 09, 2024

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Top 8 GenAI Courses for AWS to Take Now

KDnuggets

This article is for anyone looking to maximize their use of Amazon Web Services (AWS) generative AI (GenAI) services. Here are eight courses that range from beginner to expert level.

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Snowflake Admins Can Now Enforce Mandatory MFA

Snowflake

Snowflake is committed to helping customers protect their accounts and data. That’s why we have been working on product capabilities that allow Snowflake admins to make multifactor authentication (MFA) mandatory and monitor compliance with this new policy. As part of that effort, today we’re announcing several key features: 1. A new authentication policy that requires MFA for all users in a Snowflake account 2.

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Data Orchestration: The Dividing Line Between Generative AI Success and Failure

KDnuggets

Learn how to streamline data and model orchestration for Generative AI success. Explore practical use cases and a comprehensive guide in this blog.

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The Abstractions Are Making You Dumb (rise of the Shallow Expert)

Confessions of a Data Guy

When I was young and full of myself, writing Perl and PHP, while your ma was still reading you a bedtime story and giving you a stuffy to fall asleep with, I had to program uphill, both ways, in the rain and snow. Not like you milk toast Data Engineers clickty clicking around Databricks and […] The post The Abstractions Are Making You Dumb (rise of the Shallow Expert) appeared first on Confessions of a Data Guy.

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A Guide to Debugging Apache Airflow® DAGs

In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate

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Data Strategies Map a Journey From Origin To Destination

Snowflake

There is a scene in Mission: Impossible – Rogue Nation where Tom Cruise is hanging onto the outside of a jet as it has taken off. And while, yes, he’s going with it, he’s not really on board or in control. Some data executives feel like that. It’s not enough to establish goals — or, the destination in this metaphor. The data strategy must provide a flight plan for making sure you get there — on time, on budget and, of course, safely on board.

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Supply chain security in NPM - we can be optimistic about the future by Robat Williams

Scott Logic

It seems barely a month goes by without a new supply chain attack making the headlines, and malicious code in dependency packages from package registries such as NPM is a common method. My usual sentiments include “oh another one, what a surprise” , before thoughts eventually turn to - someone really ought to be doing something about this. Fortunately, it turns out that quite a few things are indeed being done - there’s progress, activity, and promising ideas for the future.

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8 Data Engineering Jobs You Need to Choose from in 2024

KDnuggets

Choosing a career as a data engineer is not just a good decision, it might just be the perfect one.

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Delta Lake Optimistic Concurrency Control: To Lock or Not to Lock?

Towards Data Science

Delta Lake and its relevance As the data world races towards generating, storing, processing and consuming humongous amount of data through AI, ML and other trending technologies, the demand for independently scalable storage and compute capabilities is ever increasing to deal with the constant need of adding (APPEND) and changing (UPSERT & MERGE) data to the datasets being trained and consumed through AI, ML etc.

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Delivering Reliable Data and AI Pipelines with Monte Carlo and MotherDuck

Monte Carlo

The DuckDB hype is real — this in-process analytical database has skyrocketed in popularity over the last few years. Known for its columnar storage, vectorized query execution, and scale-up approach to SQL analytics, DuckDB fans proclaim it’s faster, more efficient, and more affordable than other databases. DuckDB is also becoming a must-have layer in many AI stacks.

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5 Things Everyone Should Know about Mainframes

Precisely

What comes to mind when you hear the word mainframe ? If it’s a computer from the 1950s, you probably don’t know as much about mainframes as you could. Keep reading for five little-known mainframe facts. If you work in the mainframe industry or have a strong background in technology, these mainframe facts may not be little-known to you. But to the public at large, they are. 1.

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Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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What is Data Timeliness? The Boost Your Business Needs

Monte Carlo

You know how it feels when you’re stuck in traffic? Inching along at a snail’s pace, while important events are unfolding somewhere else? That’s kind of what it’s like when your business is running on stale data. In fast-paced businesses, timely data is the key to making informed decisions and staying competitive. At the center of this capability is a critical aspect of data management: data timeliness.

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How to Maximize AI Performance with Amazon Bedrock Playgrounds?

RandomTrees

Amazon Bedrock provides a versatile platform called Playgrounds, enabling users to experiment with various foundation models within the service. This feature allows users to run model inference against different base models through a graphical interface, simplifying the process of selecting the most suitable model for specific needs. Playgrounds support text, chat, and image-based interfaces, offering flexibility for designing and building diverse generative AI applications.

Food 52
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Real-Time Anomaly Detection in Trading Data Using Striim and One Class SVM

Striim

In today’s fast-paced financial markets, detecting anomalies in trading data is crucial for preventing fraudulent activities and ensuring compliance with regulatory standards. By leveraging advanced machine learning (ML) techniques, businesses can enhance their anomaly detection capabilities, leading to more robust and secure operations. In this blog, we’ll explore how to use Striim’s Change Data Capture, Stream Processing, and extensibility features to integrate an anomaly detection

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How to Connect Postgres to Google Sheets: 3 Easy Methods

Hevo

‍‍Pull raw data, build auto-updated reports dashboards, and find the real-time information you need. Follow this step-by-step explanation to learn how to automatically retrieve data from your Postgres and import it into Google Sheets with a script you can copy and paste into Google Apps Script.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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What is Skills Gap – How to identify it

Edureka

Introduction “Skills gaps” have grown in importance as a topic related to employee growth and retention in today’s changing job market. The need to pay more attention to the concept of skills gaps has arisen from the widening gap between the skills employers seek and the skills held by job seekers as industries continue to advance and adapt to the economic climate.

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Maximizing ROI from Your Corporate Training Programs

Edureka

Continuous learning and professional development are not just buzzwords – they are business-critical. With all the hype around continuous learning and upskilling, we know investing in corporate training programs is valuable and necessary for growth, innovation and to stay ahead of the competition. In fact as per a study, companies that spend at least $1,500 per employee per year on training activities earn 24% more profit than those who spend less (Source) Investment in training has incred