Thu.Sep 14, 2023

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GPT and LLMs from a Data Engineering Perspective

Jesse Anderson

There has been quite a bit of writing covering GPT and LLMs from data science and business perspectives. I haven’t seen much from the data engineering side. Let me share my perspective, having been in data and AI for a while and using LLMs before they became popular. It is interesting to see the general public having the same amount of excitement as there was a year ago in the LLM space.

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Apache Flink best practices - Flink Forward lessons learned

Waitingforcode

I won't hide it, I'm still a fresher in the Apache Flink world and despite my past streaming experiences with Apache Spark Structured Streaming and GCP Dataflow, I need to learn. And to learn a new tool or concept, there is nothing better than watching some conference talks!

IT 130
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The 5 Best AI Tools For Maximizing Productivity

KDnuggets

KDnuggets reviews a diverse set of 5 AI tools to help maximize your productivity. Have a look and see what our recommendations include.

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Measuring Technical Debt to Avoid the Boiling Frog Syndrome

Booking.com Engineering

source Software development is all about change. And, over the lifespan of our software, the goal is to implement required changes in a reasonable amount of time. Whether the changes are technical in nature, like an urgent security upgrade, or stem from a business need, such as building a new feature to make us more competitive in target markets — how fast we can change is critical.

Coding 98
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Navigating the Future: Generative AI, Application Analytics, and Data

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?

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Introducing MLflow 2.7 with new LLMOps capabilities

databricks

As part of MLflow 2’s support for LLMOps, we are excited to introduce the latest updates to support prompt engineering in MLflow 2.7. A.

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A Watershed Moment

ArcGIS

Updated data from the Watershed Boundary Dataset (WBD) are added to Living Atlas as new feature services.

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Pursue A Master’s In Data Science With The 3rd Best Online Program

KDnuggets

Flexible schedules designed for working professionals. Enrolling now for October 2023 and March 2024.

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How Marriott Modernized Their Data Architecture with Snowflake

Snowflake

More than 50% of data leaders recently surveyed by BCG said the complexity of their data architecture is a significant pain point in their enterprise. Companies hampered by legacy data architectures are often plagued by a high total cost of ownership (TCO), an inability to govern data, and a lack of scalability as their data volumes grow. “As a result,” says BCG, “many companies find themselves at a tipping point, at risk of drowning in a deluge of data, overburdened with complexity and costs.

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Linear Regression from Scratch with NumPy

KDnuggets

Mastering the Basics of Linear Regression and Fundamentals of Gradient Descent and Loss Minimization.

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Path Representation in Python

Towards Data Science

Here’s why you should avoid representing paths as strings and use Pathlib instead Continue reading on Towards Data Science »

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Get Better Network Graphs & Save Analysts Time

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.

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Hypothesis Testing and A/B Testing

KDnuggets

The pillars of data-driven decisions.

Data 103
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Python for Data Engineering

Ascend.io

The rise of data-intensive operations has positioned data engineering at the core of today’s organizations. As the demand to efficiently collect, process, and store data increases, data engineers have started to rely on Python to meet this escalating demand. Its unparalleled flexibility, user-friendly approach, and a rich suite of specialized libraries make it an unmatched choice.

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The Future of Data Science: Job Trends, Skills, and Technologies You Need to Know

WeCloudData

I almost called this blog ‘Things I Would Have Loved to Have Known Before Starting Out on a Career in Data Science’. Given the content of this blog, that sentiment remains true. I think the information contained here will be valuable to anyone looking to meaningfully and concretely familiarize themselves with the data science landscape […] The post The Future of Data Science: Job Trends, Skills, and Technologies You Need to Know appeared first on WeCloudData.

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Top 10 ways to prevent Malware attacks

Edureka

Hello everyone, your digital life must be protected from the ever-changing cyber threat scenario. The more we use the internet for everything from personal relationships to business dealings, the more we need to be careful about what information about ourselves we share online. In this blog I will be telling you about Top 10 ways to protect your system from Malware attacks.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

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.

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Dataflow Programming with Apache Flink and Apache Kafka

Confluent

Learn how to use Apache Flink to build a Java pipeline that consumes clickstream data from Apache Kafka.

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Marketing Success in the Age of AI Requires a Modern Marketing Data Stack

Snowflake

Data is essential to marketing. It’s how we know our audience and measure campaign outcomes. It shows us where to adjust a campaign on the fly, for even better results. But working with data is increasingly complex, and having the right stack of technologies is invaluable. To help marketers understand the rapidly changing world of data technology, we’ve just released our second annual Modern Marketing Data Stack report.

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What is Sustainable Compliance?

Precisely

Unprecedented economic uncertainty has disrupted businesses like never before, in financial services and beyond including a sustainable compliance strategy. 40% of data and analytics professionals report that their organizations have decreased staff/resources as a result of economic downturn, and 37% report a decrease in budget, according to the 2023 Data Integrity Insights and Trends Report , published in partnership between Precisely and Drexel University’s LeBow College of Business.