KDnuggets
FEBRUARY 14, 2022
Calculus is the key to fully understanding how neural networks function. Go beyond a surface understanding of this mathematics discipline with these free course materials from MIT.
Netflix Tech
FEBRUARY 18, 2022
By: Ankush Gulati , David Gevorkyan Additional credits: Michael Clark , Gokhan Ozer Intro Netflix has more than 220 million active members who perform a variety of actions throughout each session, ranging from renaming a profile to watching a title. Reacting to these actions in near real-time to keep the experience consistent across devices is critical for ensuring an optimal member experience.
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Data Engineering Podcast
FEBRUARY 13, 2022
Summary Collecting, integrating, and activating data are all challenging activities. When that data pertains to your customers it can become even more complex. To simplify the work of managing the full flow of your customer data and keep you in full control the team at Rudderstack created their eponymous open source platform that allows you to work with first and third party data, as well as build and manage reverse ETL workflows.
Confluent
FEBRUARY 18, 2022
As data flows in and out of your Confluent Cloud clusters, it’s imperative to monitor their behavior. Bring Your Own Monitoring (BYOM) means you can configure an application performance monitoring […].
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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?
KDnuggets
FEBRUARY 17, 2022
There's no free lunch in machine learning. So, determining which algorithm to use depends on many factors from the type of problem at hand to the type of output you are looking for. This guide offers several considerations to review when exploring the right ML approach for your dataset.
Cloudera
FEBRUARY 17, 2022
CDP Private Cloud Base is an on-premises version of Cloudera Data Platform (CDP). This new product combines the best of Cloudera Enterprise Data Hub and Hortonworks Data Platform Enterprise along with new features and enhancements across the stack. This unified distribution is a scalable and customizable platform where you can securely run many types of workloads.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
Pipeline Data Engineering
FEBRUARY 18, 2022
A bit more than a year ago I’ve compiled an annotated list of the best free courses and learning resources that could help anyone to become a data engineer on a shoestring. We’ve received an overwhelming amount of positive feedback on it, so after a full year of running the bootcamp I sat down again and collected an other bunch of resources we’ve bumped into during the cohorts.
KDnuggets
FEBRUARY 18, 2022
Check out this reasoned comparison of 2 critical machine learning algorithms to help you better make an informed decision.
Cloudera
FEBRUARY 18, 2022
The pandemic has accelerated diversity of teams, remote working, and the way we work, but most of all, it has emphasised the necessity of soft skills in our leaders. Empathy stands out as a core skill that must be alive and nurtured within our teams if we are to achieve our desired outcomes in 2022 and beyond. This blog explores what empathy looks like in a business context, why it’s so important, and what we’re up to at Cloudera.
ProjectPro
FEBRUARY 18, 2022
The big data analytics market is expected to grow at a CAGR of 13.2 percent, reaching USD 549.73 billion in 2028. This indicates that more businesses will adopt the tools and methodologies useful in big data analytics, including implementing the ETL pipeline. Data engineers are in charge of developing data models, constructing data pipelines, and monitoring ETL (extract, transform, load).
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.
Pipeline Data Engineering
FEBRUARY 18, 2022
Data engineers have to wear many different hats at the same time: they are architects, designers, builders, maintainers, procurement and quality assurance — to just name a few. If you’d like to break into this profession, you need to prove that you can do all of the above, and more. One of the key assets you can use to do that is a data product that you’ve built with your own hands.
KDnuggets
FEBRUARY 16, 2022
In this article, I will walk you through how you can use your data science skills to land freelance gigs.
Cloudera
FEBRUARY 16, 2022
While it is a little dated, one amusing example that has been the source of countless internet memes is the famous, “is this a chihuahua or a muffin?” classification problem. Figure 01: Is this a chihuahua or a muffin? In this example, the Machine Learning (ML) model struggles to differentiate between a chihuahua and a muffin. The eyes and nose of a chihuahua, combined with the shape of its head and colour of its fur do look surprising like a muffin if we squint at the images in figure 01 above.
DataKitchen
FEBRUARY 18, 2022
DataOps is a discipline focused on the delivery of data faster, better, and cheaper to derive business value quickly. It closely follows the best practices of DevOps although the implementation of DataOps to data is nothing like DevOps to code. This paper will focus on providing a prescriptive approach in implementing a data pipeline using a DataOps discipline for data practitioners.
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.
ProjectPro
FEBRUARY 17, 2022
Feature selection techniques are fundamental to predictive modeling tasks; one can not create predictive models without selecting the features correctly. What are these feature selection methods, and how are they used in building efficient predictive models? You will find out all the answers in this article. If you have ever baked a cake in your life or perhaps witnessed someone following a recipe to bake it, you must have noticed how crucial it is to precisely measure each ingredient's quantity
KDnuggets
FEBRUARY 18, 2022
AI and machine learning can provide us with these tools. This guide will explore how we can use machine learning to label data.
Hepta Analytics
FEBRUARY 14, 2022
DE Zoomcamp 2.2.1 – Introduction to Workflow Orchestration Following last weeks blog , we move to data ingestion. We already had a script that downloaded a csv file, processed the data and pushed the data to postgres database. This was used to test our setup. This week, we got to think about our data ingestion design. We looked at the following: How do we ingest – ETL vs ELT Where do we store the data – Data lake vs data warehouse Which tool to we use to ingest – cronjob
Preset
FEBRUARY 13, 2022
Apache Superset is the most popular open-source data exploration and visualization platform in the world. YugabyteDB is a distributed SQL database that works seamlessly using the standards PostgreSQL connector.
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.
ProjectPro
FEBRUARY 16, 2022
Early in 2020, when Myntra launched its visual product search for the first time, it created waves in e-commerce. With this new feature, the customers no longer had to spend hours searching for a dress similar to the one they came across randomly in an advertisement. All they had to do was take a picture/screenshot and upload it on Myntra; the app would automatically fetch outfits similar to the picture.
KDnuggets
FEBRUARY 14, 2022
Also: How to Learn Math for Machine Learning; 7 Steps to Mastering Machine Learning with Python in 2022; Top Programming Languages and Their Uses; The Complete Collection of Data Science Cheat Sheets – Part 1.
DataKitchen
FEBRUARY 18, 2022
In this webinar, take a trip to DataOps 101 and learn the basics! The post DataOps For Beginners first appeared on DataKitchen.
Zalando Engineering
FEBRUARY 16, 2022
Persisted Queries Persisted Queries in GraphQL are like stored procedures in Databases. To know about the Apollo's way of automated persisted queries, please follow their documentation here. In Zalando, we took a different approach - to disable GraphQL in production. It might sound counterintuitive at first - we have a GraphQL service, but we disable GraphQL in production - why?
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.
ProjectPro
FEBRUARY 16, 2022
Optical Character Recognition (OCR) has been used for decades across multiple sectors in the industry, such as banking, retail, healthcare, transportation, and manufacturing. With a tremendous increase in digitization in this 21st century, a.k.a Information age, OCR Python applications are witnessing huge demand. In fact, according to a recent survey, the market share of OCR will increase by 16.7% (compound annual growth rate) from 2021 to 2028 from 7.46 billion USD in 2020.
KDnuggets
FEBRUARY 18, 2022
Octoparse 8.5 is now released with game-changing new features and major improvements.
Cloudera
FEBRUARY 14, 2022
Note: This is part 2 of the Make the Leap New Year’s Resolution series. For part 1 please go here. When we introduced Cloudera Data Engineering (CDE) in the Public Cloud in 2020 it was a culmination of many years of working alongside companies as they deployed Apache Spark based ETL workloads at scale. We not only enabled Spark-on-Kubernetes but we built an ecosystem of tooling dedicated to the data engineers and practitioners from first-class job management API & CLI for dev-ops automatio
Rockset
FEBRUARY 14, 2022
Fast analytics on fresh data is better than slow analytics on stale data. Fresh beats stale every time. Fast beats slow in every space. Time and time again, companies in a wide variety of industries have boosted revenue, increased productivity and cut costs by making the leap from batch analytics to real-time analytics. One of the perks of my job is getting to work every day with trailblazers of the real-time revolution, whether it is Doug Moore at construction SaaS provider Command Alkon , Carl
Speaker: Evelyn Chou
Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.
KDnuggets
FEBRUARY 15, 2022
From Oracle, to NoSQL databases, and beyond, read about data management solutions from the early days of the RBDMS to those supporting AI applications.
KDnuggets
FEBRUARY 16, 2022
How to Learn Math for Machine Learning; Data Mesh & Its Distributed Data Architecture; 5 Ways to Apply AI to Small Data Sets; Top 5 Free Machine Learning Courses; Junior Data Scientist: The Next Level.
KDnuggets
FEBRUARY 17, 2022
Ever wonder how Google or Bing finds similar images to your image? The algorithms for generating text based 10 blue-links are very different from finding visually similar or related images. In this article, we will explain one such method to build a visual search engine. We will use the Caltech 101 dataset which contains images of common objects used in daily life.
KDnuggets
FEBRUARY 17, 2022
Data Mesh in Action by Jacek Majchrzak, Sven Balnojan, and Marian Siwiak reveals how this new groundbreaking decentralized architecture looks for both small startups and large enterprises.
Speaker: Aindra Misra, Senior Manager, Product Management (Data, ML, and Cloud Infrastructure) at BILL
Join us for an insightful webinar that explores the critical intersection of data privacy and AI governance. In today’s rapidly evolving tech landscape, building robust governance frameworks is essential to fostering innovation while staying compliant with regulations. Our expert speaker, Aindra Misra, will guide you through best practices for ensuring data protection while leveraging AI capabilities.
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