Wed.Dec 14, 2022

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Markdown Cheatsheet

KDnuggets

Markdown is a lightweight markup language for creating formatted text using a plain-text editor. Grab this handy reference sheet to make certain you know how to implement what you need to, when you want to!

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Put Your Data to Work: Top 5 Data Technology Trends for 2023

Confluent

As businesses move to meet modern demands, these technologies ensure not only a digital transformation, but data transformation, with new use cases surrounding real-time data.

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Sentiment Analysis on Encrypted Data with Homomorphic Encryption

KDnuggets

This blog post uses the Concrete-ML library, allowing data scientists to use machine learning models in fully homomorphic encryption (FHE) settings without any prior knowledge of cryptography. We provide a practical tutorial on how to use the library to build a sentiment analysis model on encrypted data.

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Using the Amazon MSK Native Connector to Simplify Real-Time Analytics on Kafka

Rockset

Rockset’s native connector for Amazon Managed Streaming for Apache Kafka (MSK) makes it simpler and faster to ingest streaming data for real-time analytics. Amazon MSK is a fully managed AWS service that gives users the ability to build and run applications using Apache Kafka. Amazon MSK provides control-plane operations such as creating and deleting clusters, while allowing users to use Apache Kafka data-plane operations for producing and consuming data.

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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

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.

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KDnuggets News, December 14: 3 Free Machine Learning Courses for Beginners • The Complete Machine Learning Study Roadmap

KDnuggets

3 Free Machine Learning Courses for Beginners • The Complete Machine Learning Study Roadmap • Five Ways to do Conditional Filtering in Pandas • What Are Moment-Generating Functions? • The 5 Rules For Good Data Science Project Documentation.

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Java vs. C++: Which Language Should You Choose for Your 2023 Project?

Trio

Both Java and C++ are equally renowned when it comes to building modern, industry-leading applications and platforms. Both have existed for decades now, share many similarities in syntax, and support object-oriented programming (OOP). In fact, Java was an extension of the C language, intended to serve a broader audience than C++.

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Building Great Data Products Starts with Data Quality and Data Reliability

Acceldata

To effectively productize data, organizations need to first ensure that their data delivery, availability, and quality is reliable. Learn more here about data reliability.

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Scalable Kubernetes Upgrade Using Operators

databricks

At Databricks, we run our compute infrastructure on AWS, Azure, and GCP. We orchestrate containerized services using Kubernetes clusters. We develop and manage.

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ETL vs. ELT and the Evolution of Data Integration Techniques

Ascend.io

As data became the backbone of most businesses, data integration emerged as one of the most significant challenges. Today, a good part of the job of a data engineer is to move data from one place to another by creating pipelines that can be either ETL vs. ELT. ETL has been the traditional way to manage pipelines for decades. However, with the advent of cloud-based infrastructure, ETL is changing towards ELT.

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New Feature Recap: PowerBI Integration, Delta Lake Lineage, and Data Reliability Dashboard

Monte Carlo

As the creator of the data observability category, we’ve long recognized the challenges with data quality, and have been fortunate enough to receive direct feedback from our customers on how to improve and grow our product to meet the demands of modern data teams. We’re excited to share the results of that feedback with four key product innovations that we shipped last quarter: Compatibility with your core modern data stack via new PowerBI and Databricks lineage Improving time to resolution for

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

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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Making the leap from accountant to analytics engineer

dbt Developer Hub

In seventh grade, I decided it was time to pick a realistic career to work toward, and since I had an accountant in my life who I really looked up to, that is what I chose. Around ten years later, I finished my accounting degree with a minor in business information systems (a fancy way of saying I coded in C# for four or five classes). I passed my CPA exams quickly and became a CPA as soon as I hit the two-year experience requirement.

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Bazel and Nix: A Migration Experience

Tweag

I’ve recently been learning how to use Bazel and Nix to build projects. Reading documentation and playing around with codelab exercises is a great way to get started, but when learning a new technology there comes a point where you have to start applying it for real to make further progress. To this end I decided to migrate an old hobby project of mine to use Bazel.

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OCBC Bank Accelerates Its Data Strategy with Cloudera 

Cloudera

OCBC Bank optimizes customer experience & risk management with multi-phased data initiative. OCBC Bank is the second largest financial services group in Southeast Asia by assets and one of the most highly-rated banks in the world. Recognised for its financial strength and stability, OCBC Bank is consistently ranked among the World’s Top 50 Safest Banks by Global Finance.

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