Tue.Nov 21, 2023

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The Roots of Today's Modern Backend Engineering Practices

The Pragmatic Engineer

👋 Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. In every issue, I cover topics related to Big Tech and startups through the lens of engineering managers and senior engineers. In this article, we cover thee out of nine topics from today’s subscriber-only issue: The Past and Future of Modern Backend Practices.

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Data+AI Summit 2023, retrospective part 1 - streaming

Waitingforcode

Even though you may be thinking now about Data+AI Summit 2024, I still owe you my retrospective for the 2023 edition. Let's start with the first part covering stream processing talks!

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Tackle computer science problems using both fundamental and modern algorithms in machine learning

KDnuggets

Master algorithms, including deep learning like LSTMs, GRUs, RNNs, and Generative AI & LLMs such as ChatGPT, with Packt's 50 Algorithms Every Programmer Should Know.

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Creating a bespoke LLM for AI-generated documentation

databricks

We recently announced our AI-generated documentation feature, which uses large language models (LLMs) to automatically generate documentation for tables and columns in Unity.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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How To Write Efficient Python Code: A Tutorial for Beginners

KDnuggets

Are you a programmer looking to get better at Python? Learn some of Python’s features that’ll help you write more elegant and Pythonic code.

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Contextual Keyboard Shortcuts in ArcGIS Pro 3.2

ArcGIS

Contextual keyboard shortcuts open up a whole new world of customization possibilities in ArcGIS Pro 3.2.

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Writing and linting Python at scale

Engineering at Meta

Python plays a big part at Meta. It powers Instagram’s backend and plays an important role in our configuration systems, as well as much of our AI work. Meta even made contributions to Python 3.12 , the latest version of Python. On this episode of the Meta Tech Podcast , Meta engineer Pascal Hartig ( @passy ) is joined by Amethyst Reese, a production engineer at Meta, to discuss all things Python at Meta.

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Unwrapping the secrets of a data + AI career

databricks

Upskilling through role-based pathways to accelerate your data + AI career Databricks has spent years crafting and iterating technical trainings for learners across.

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Job Trends in Data Analytics: Part 2

KDnuggets

Check out these skillsets in demand for the data analytics job market.

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What’s New in ArcGIS Roads and Highways in Q4 2023 Release

ArcGIS

ArcGIS Roads and Highways includes a variety of new and enhanced features at the ArcGIS Pro 3.2 and ArcGIS Enterprise 11.2 releases. Learn more.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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How to Make Large Language Models Play Nice with Your Software using LangChain

KDnuggets

Beyond simply chatting with an AI model and how LangChain elevates LLM interactions with humans.

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What’s new in ArcGIS Maritime for ArcGIS Pro 3.2

ArcGIS

ArcGIS Maritime 3.2 introduces new tools to streamline chart production and create depth contours, and support for PostgreSQL.

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ELT Explained: What You Need to Know

Ascend.io

The emergence of cloud data warehouses, offering scalable and cost-effective data storage and processing capabilities, initiated a pivotal shift in data management methodologies. This development led to a transition from traditional on-premises servers to cloud-based data architectures, fundamentally altering the data processing paradigm from ETL (Extract, Transform, Load) to ELT (Extract, Load, Transform).

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DevOps Transformation: A Comprehensive Guide [2023]

Knowledge Hut

DevOps has been adopted by numerous businesses in this era where we are in constant need to stay relevant in the market because of the cut-throat competition for the top spot. This framework has helped enhance the delivery approach of robust businesses to gain an edge over other competitors. Adopting the DevOps mindset has been crucial to this development.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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No More Refreshing: Achieving Low Latency Data with Ably and Confluent Cloud

Confluent

Bring Kafka to the edge by configuring the Ably Kafka Connector as a customer connector on Confluent Cloud.

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What is a Game Developer and How to Become One?

Knowledge Hut

If you are a gamer, you have probably dreamed of developing your own video games. It's definitely an interesting and challenging field and one that can be very rewarding. But what does it take to become a game developer? Well, with this complete guide to game development, you can make your gaming dreams a reality! Here, we will walk you through every aspect of a game developer, including the skills, roles, responsibilities, salary pay, etc.

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The FreshBI Edge: Powering Tomorrow's Business Intelligence Solutions

FreshBI

In today's digital age, companies of all sizes and from various industries are in a perennial race to harness the power of data. At FreshBI, we have witnessed firsthand the transformative potential of data-driven insights. FreshBI stands out in this arena, bridging the gap between raw data and actionable insights. FreshBI has made its mark in the realm of business intelligence, offering a unique blend of consultancy services and state-of-the-art BI apps.

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8 Best Free Website Builder of 2023 [Pros and Cons]

Knowledge Hut

Are you aware that you can create a website from the ground up in only 20 minutes with web building sites free? Below are our top selections for the 9 best free website builders that will allow you to accomplish just that and more. We discovered Wix to be the best alternative for most consumers after extensively assessing the most popular options on the market.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Deliveroo Supports Rapid Growth With the Seamless Scalability of Snowflake’s Data Cloud

Snowflake

See how Deliveroo uses the scalability of Snowflake’s Data Cloud to support its rapidly growing business — and meet the unique needs of its three-sided marketplace. Sometimes the best ideas come from an appetite for change. In 2013, a hungry banker working late in a London office noticed a gap in the capital’s food delivery market—and in that moment, Deliveroo was born.

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How to Become a Contract Project Manager?

Knowledge Hut

In the dynamic world of project management, professionals play a crucial role in ensuring that tasks are completed efficiently and on time. Among these experts, Contract Project Managers (CPMs) stand out as versatile and self-reliant professionals who not only oversee projects but also manage their own schedules, fee structures, and clientele. The allure of this profession lies in its ability to offer opportunities across various industries and grant CPMs the flexibility to shape their work-life

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How to Become a Freelance Project Manager in 2023

Knowledge Hut

The art of project management is a prerequisite in almost all industries that aim to run smoothly and grow successfully. From an easy inception to a smooth sailing completion, project management is the key to the success of any business working across a myriad of projects. Although there are full-time employees who are solely dedicated to the purpose, companies now also seek freelancers who look after the projects and lead them to completion.

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Cloud Computing Security Architecture: Principles, Importance & Threats

Knowledge Hut

Cloud-based innovation is rapidly evolving into a strategic requirement. A firm's knowledge and interactive apps can be protected against pooled liability with cloud providers while using cloud security architecture. More companies are trying to speed up their operations by shifting infrastructure and data to the cloud, increasing the need for security.

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.