KDnuggets
DECEMBER 23, 2021
Data Science models come with different flavors and techniques — luckily, most advanced models are based on a couple of fundamentals. Which models should you learn when you want to begin a career as Data Scientist? This post brings you 6 models that are widely used in the industry, either in standalone form or as a building block for other advanced techniques.
Data Engineering Podcast
DECEMBER 19, 2021
Summary Building a well managed data ecosystem for your organization requires a holistic view of all of the producers, consumers, and processors of information. The team at Metaphor are building a fully connected metadata layer to provide both technical and social intelligence about your data. In this episode Pardhu Gunnam and Mars Lan explain how they have designed the architecture and user experience to allow everyone to collaborate on the data lifecycle and provide opportunities for automatio
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Cloudera
DECEMBER 21, 2021
Since the release of Cloudera Data Engineering (CDE) more than a year ago , our number one goal was operationalizing Spark pipelines at scale with first class tooling designed to streamline automation and observability. In working with thousands of customers deploying Spark applications, we saw significant challenges with managing Spark as well as automating, delivering, and optimizing secure data pipelines.
Confluent
DECEMBER 21, 2021
Collecting and indexing logs from servers, applications, and devices enables crucial visibility into running systems. A log analytics pipeline allows teams to debug and troubleshoot issues, track historical trends, or […].
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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.
KDnuggets
DECEMBER 24, 2021
Feature selection methodologies go beyond filter, wrapper and embedded methods. In this article, I describe 3 alternative algorithms to select predictive features based on a feature importance score.
DataKitchen
DECEMBER 22, 2021
The post Reducing The Cost Of Failure With DataOps first appeared on DataKitchen.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
ProjectPro
DECEMBER 21, 2021
Did you know that the global machine learning market, according to Fortune Business Insights, is expected to reach a whopping $152.24 billion in 2028? Machine learning, unlike other fields, has a global reach when it comes to job opportunities. The machine learning career path is perfect for you if you are curious about data, automation, and algorithms, as your days will be crammed with analyzing, implementing, and automating large amounts of knowledge.
KDnuggets
DECEMBER 20, 2021
XGBoost is an open-source implementation of gradient boosting designed for speed and performance. However, even XGBoost training can sometimes be slow. This article will review the advantages and disadvantages of each approach as well as go over how to get started.
DataKitchen
DECEMBER 23, 2021
The post 2022 Big Data Predictions from the Cloud first appeared on DataKitchen.
WeCloudData
DECEMBER 23, 2021
Objectives The following tutorial will demonstrate how to use a convenient tool from Canonical called Multipass to launch Ubuntu Linux virtual machines with ease Prerequisites Linux, MacOS or Windows Operating System Minimum 4 GB RAM (8 GB preferred) Introduction Linux is an essential building block in almost all IT ecosystems powering web servers, mobile phones […] The post Launch Linux Virtual Machines with Multipass appeared first on WeCloudData.
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.
Rockset
DECEMBER 21, 2021
Jonathan Kula was a software engineering intern at Rockset in 2021. He is currently studying computer science and education at Stanford University, with a particular focus on systems engineering. Rockset takes in, or ingests, many terabytes of data a day on average. To process this volume of data, we at Rockset distribute our ingest framework across many different units of computation, some to coordinate (coordinators) and some to actually download and ready your data for indexing in Rockset (wo
KDnuggets
DECEMBER 22, 2021
Start your learning journey in Reinforcement Learning with this first of two part tutorial that covers the foundations of the technique with examples and Python code.
Emeritus
DECEMBER 20, 2021
Careers in data science have been generating quite the buzz lately and it’s not unfounded. Data science has evolved from being only analytics and statistics to decisions, predictions, and actions that move the world. Kira Radinsky of Diagnostic Robotics Chairwoman & CTO, shared, “My true passion is arming humanity with scientific capabilities to automatically anticipate,… The post Exploring Careers in Data Science One Byte at a Time appeared first on Emeritus Online Courses.
WeCloudData
DECEMBER 23, 2021
Objectives This tutorial will walk you through installing the user-friendly Linux sysadmin web console tool Cockpit Prerequisites Installed Linux OS (this tutorial uses the Debian-based Linux distro Ubuntu) Introduction Linux is extremely useful and powerful but due to its flexibility, extensibility, and versatility as an operating system with a plethora of utilities, it can be overwhelming for beginners and even seasoned veterans.
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.
Pipeline Data Engineering
DECEMBER 20, 2021
It's the time of the year when everybody is trying to summarise what happened in the last 12 months: 'best of' lists, highlights of the year and predictions for 2022 are dominating your inbox. This blog post is not different either. 2020 was definitely eventful , and 2021 came with its own set of surprises. But Pipeline Academy finally managed to get off the ground, we've launched three amazing cohorts and had loads of fun together with people from across the globe — literally.
KDnuggets
DECEMBER 20, 2021
Many real-world datasets consist of records of events that occur at arbitrary and irregular intervals. These datasets then need to be processed into regular time series for further analysis. We will use the AI & Analytics Engine to illustrate how you can prepare your time-series data in just 1 step.
Teradata
DECEMBER 20, 2021
By using the analogy of a watchmaker to better understand data mesh, we see data products in the context of gears, with each gear serving a unique purpose. Read more.
WeCloudData
DECEMBER 23, 2021
Objectives The following tutorial will demonstrate how to use a convenient tool from Canonical called Multipass to launch Ubuntu Linux virtual machines with ease Prerequisites Linux, MacOS or Windows Operating System Minimum 4 GB RAM (8 GB preferred) Introduction Linux is an essential building block in almost all IT ecosystems powering web servers, mobile phones and IoT devices globally.
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.
Preset
DECEMBER 20, 2021
After a decade of acquisitions in the BI space, Apache Superset remained one of the few open-source BI tools left with a semantic layer.
KDnuggets
DECEMBER 21, 2021
Customizable, real-time data labeling pipelines that can continuously receive and process unlabeled data are necessary to train and perfect the AI that impacts our lives and daily conveniences.
Elder Research
DECEMBER 22, 2021
The post How a Datathon Saved Christmas appeared first on Elder Research.
WeCloudData
DECEMBER 23, 2021
Objectives This tutorial will walk you through installing the user-friendly Linux sysadmin web console tool Cockpit Prerequisites Installed Linux OS (this tutorial uses the Debian-based Linux distro Ubuntu) Introduction Linux is extremely useful and powerful but due to its flexibility, extensibility, and versatility as an operating system with a plethora of utilities, it can be overwhelming for beginners and even seasoned veterans.
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Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.
Data Engineering Podcast
DECEMBER 21, 2021
Summary One of the perennial challenges of data analytics is having a consistent set of definitions, along with a flexible and performant API endpoint for querying them. In this episode Artom Keydunov and Pavel Tiunov share their work on Cube.js and the various ways that it is being used in the open source community. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the p
KDnuggets
DECEMBER 21, 2021
If you have clear, well-defined objectives, it won’t be hard to identify the ETL technology that best meets your needs. Here are some of the best ETL tools you can use in your business.
ProjectPro
DECEMBER 22, 2021
John was a technology enthusiast who was eager to learn about and explore the benefits of machine learning. He enrolled in a few online machine learning bootcamps and learned the theory on how to use packages such as sci-kit-learn, Tensorflow , and Pytorch. Though John had a superficial understanding of the math involved in modifying parameters and constructing machine learning models , he could not apply them to a real-world business use case.
WeCloudData
DECEMBER 23, 2021
Objectives The following tutorial will demonstrate how to use a convenient tool from Canonical called Multipass to launch Ubuntu Linux virtual machines with ease Prerequisites Linux, MacOS or Windows Operating System Minimum 4 GB RAM (8 GB preferred) Introduction Linux is an essential building block in almost all IT ecosystems powering web servers, mobile phones and IoT devices globally.
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.
Cloudera
DECEMBER 20, 2021
The right set of tools helps businesses utilize data to drive insights and value. But balancing a strong layer of security and governance with easy access to data for all users is no easy task. Retrofitting existing solutions to ever-changing policy and security demands is one option. Another option — a more rewarding one — is to include centralized data management, security, and governance into data projects from the start.
KDnuggets
DECEMBER 24, 2021
Check out these key development issues and tips learned from personal experience when deploying a TensorFlow-based image classifier Streamlit app on a Heroku server.
AltexSoft
DECEMBER 21, 2021
When people hear about artificial intelligence, deep learning, and machine learning , many think of movie-like robots that resemble or even outperform human intelligence. Others believe that such machines simply consume information and learn from it by themselves. Well… It’s kind of far from the truth. Computer systems have limited capabilities without human guidance, and data labeling is the way to teach them to become “smart.” In this article, you will find out what dat
Grouparoo
DECEMBER 20, 2021
As Data Engineering keeps evolving, more traditional Software Engineering practices continue to be incorporated into the field. The development workflow for reverse ETL allows you to check configuration-as-code into a git repository, using the workflow you already know and love: create a pull request with your changes, have a team member review the code, and merge it in when it’s ready.
Speaker: Margaret-Ann Seger, Head of Product, Statsig
Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating
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