Towards Data Science

DECEMBER 1, 2023

Why static workload is insufficient and what I learned by comparing HNSWLIB and DiskANN using streaming workload Image by DALLE-3 Vector databases are built for high-dimensional vector retrieval. Latency is 2 to 10 milliseconds for a 1 million vectors index, and scales sub-linearly (i.e., Streaming workload tells you a lot more.

Database 52

Database Algorithm Datasets Kafka 52

Netflix Tech

AUGUST 28, 2020

by Aditya Mavlankar , Liwei Guo , Anush Moorthy and Anne Aaron Netflix has an ever-expanding collection of titles which customers can enjoy in 4K resolution with a suitable device and subscription plan. Netflix creates premium bitstreams for those titles in addition to the catalog-wide 8-bit stream profiles¹.

Media 132

Media Algorithm Data Science Engineering 132

Data Engineering Weekly

APRIL 23, 2023

Data Engineering Weekly Is Brought to You by RudderStack RudderStack provides data pipelines that make collecting data from every application, website, and SaaS platform easy, then activating it in your warehouse and business tools. The highlight of the blog for me is LLMs require an immense amount of data to train.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Pipeline 52

Knowledge Hut

FEBRUARY 15, 2023

By collecting data, they can make business decisions and identify patterns. In this blog, we are going to take a look at the top data analyst jobs in Singapore and ways to land one. The best data analyst jobs in Singapore are here to help you gain some quality experience. So let us get started with some basic definitions.

Consulting 52

Consulting Certification Utilities Data Science 52

DareData

NOVEMBER 28, 2023

Nowadays, the next step for a Junior Data Scientist to get into real-life projects resides in understanding how to gather, manage and organize information on different high-performing machine learning models; deploy them into production; and monitor the performance. Two nice features of Prefect: It is written in Python!

Data Science 52

Data Science Medical Machine Learning Data 52

Knowledge Hut

FEBRUARY 11, 2023

Data analysis is a part of the business development and innovation of superior products. Instead, we look for new innovative products, and the developers always need help with problems that demand logical and statistical backing. But as intellectual fellows on earth, we never settle for what we have.

Retail 52

Retail Healthcare Education Data Mining 52

Cloudera

NOVEMBER 15, 2021

This blog discusses quantifications, types, and implications of data. Seagate Technology forecasts that enterprise data will double from approximately 1 to 2 Petabytes (one Petabyte is 10^15 bytes) between 2020 and 2022. The last two types, productivity data and data from embedded devices, are reported to be the fastest growing types.

Unstructured Data 86

Unstructured Data Pipeline-centric Database-centric Entertainment 86

Maxime Beauchemin

JANUARY 20, 2017

This discipline also integrates specialization around the operation of so called “big data” distributed systems, along with concepts around the extended Hadoop ecosystem, stream processing, and in computation at scale. The traditional best practices of data warehousing are loosing ground on a shifting stack.

Data Engineering 130

Data Engineering Data Engineer Engineering ETL Tools 130

ProjectPro

FEBRUARY 21, 2023

Whether you are just starting your career as a Data Engineer or looking to take the next step, this blog will walk you through the most valuable data engineering certifications and help you make an informed decision about which one to pursue. Don’t worry! Why Are Data Engineering Skills In Demand?

Certification 52

Certification Data Engineering Data Engineer Engineering 52

Netflix Tech

FEBRUARY 13, 2024

Spot the Difference Can you spot any difference between the two data streams below? In this blog post, we will develop a statistical procedure to do just that, and describe the impact of these developments at Netflix. Can you spot any differences in the statistical distributions between the two data streams?

Data 95

Data Consulting Designing Software Engineer 95

Knowledge Hut

DECEMBER 26, 2023

Companies from startups to the Fortune 500s are looking out for the best and brightest individuals to fill up the role of Data engineers beating out data scientists, cybersecurity analysts, and web developers. On day 2 however, you slept for 7 hours, which is an hour less than the previous day. That is a data point.

Data Engineering 98

Data Engineering Data Engineer Engineering Pipeline-centric 98

Picnic Engineering

JULY 26, 2022

Since the publication of the first blog post in this series, we have received numerous questions via social media, direct messages, public posts, and meet-up discussions. Though many of the ongoing questions were already covered in the previous blog posts, a few warranted their own article. Any advice? Let’s dive in!

Data Engineering 52

Data Engineering Data Engineer Engineering Data Warehouse 52

Data Engineering Weekly

FEBRUARY 12, 2023

Data Engineering Weekly Is Brought to You by RudderStack RudderStack provides data pipelines that make it easy to collect data from every application, website, and SaaS platform, then activate it in your warehouse and business tools. The blog definitely added to my curiosity to think more. Sign up free to test out the tool today.

Data Engineering 52

Data Engineering Data Engineer Engineering Hadoop 52

ProjectPro

JANUARY 25, 2022

Features of PySpark The PySpark Architecture Popular PySpark Libraries PySpark Projects to Practice in 2022 Wrapping Up FAQs Is PySpark easy to learn? Here’s What You Need to Know About PySpark This blog will take you through the basics of PySpark, the PySpark architecture, and a few popular PySpark libraries , among other things.

Big Data 52

Big Data Data Process Process Kafka 52

Rockset

MARCH 26, 2023

To do this, Rockset has partnered with Confluent, the original creators of Kafka who provide the cloud-native data streaming platform Confluent Cloud. My first practical exposure to databases was in a college course taught by Professor Karen Davis, now a professor at Miami University in Oxford, Ohio.

Cloud 52

Cloud PostgreSQL Kafka Database 52

ProjectPro

DECEMBER 7, 2021

The Ultimate Guide to Build a Data Analyst Portfolio In this blog, we'll provide you with some pointers to show you how to build a data analyst portfolio. SQL is likely the most necessary skill to master to gain a job because practically all data analysts will need to access data from a company's database. Wrapping Up.

Portfolio 52

Portfolio Building Data Mining Data Analysis 52

Confluent

JUNE 26, 2019

In these projects, microservice architectures use Kafka as an event streaming platform. These are joined together with events, creating a unidirectional dependency graph that decouples each bounded context from those that arise downstream, to create rich event streaming business applications. This can be answered in two parts: 1.

Kafka 109

Kafka Designing Architecture ETL Tools 109

ProjectPro

FEBRUARY 16, 2023

Whether you’re looking to track objects in a video stream, build a face recognition system, or edit images creatively, OpenCV Python implementation is the go-to choice for the job. In this blog, we will delve deeper into the technical aspects of this fantastic library in Python- OpenCV. What is OpenCV Python?

Python 98

Python Process Deep Learning Algorithm 98

Knowledge Hut

FEBRUARY 10, 2023

With a large population of active internet users, a company’s operations fundamentally work on search engines and other digital platforms, as it is the best way to connect with customers. With everything shifting to digital platforms, it is very obvious for businesses to launch their products or services online too.

Media 52

Media Certification Education Consulting 52

ProjectPro

FEBRUARY 22, 2022

They use SQL to stream data from the database, manipulate it, handle null values, etc. And, if you are targeting any one of these roles, make sure you learn SQL as it is an integral part of the day-to-day responsibilities of any data job role. You will also find a few SQL projects with source code towards the end of this blog.

Data Analysis 52

Data Analysis SQL Project Banking 52

Data Engineering Weekly

DECEMBER 4, 2022

Data Engineering Weekly Is Brought to You by RudderStack RudderStack provides data pipelines that make it easy to collect data from every application, website, and SaaS platform, then activate it in your warehouse and business tools. Streaming plus batch unified in a single platform. Sign up free to test out the tool today.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Lake 52

Databand.ai

JULY 3, 2023

Quite simply, data reliability is part of the bigger data quality picture. Note that data validity is sometimes considered a part of data reliability. To maintain the reliability of data, a consistent method for collecting and processing data must be established and adhered to.

Data Validation 52

Data Validation Data Collection Data Machine Learning 52

ProjectPro

NOVEMBER 22, 2021

What is the best way to learn PySpark? DataSet (A subset of DataFrames)- It has the best encoding component and, unlike information edges, it enables time security in an organized manner. StructType is a collection of StructField objects that determines column name, column data type, field nullability, and metadata.

Hadoop 52

Hadoop Python Datasets Metadata 52

ProjectPro

AUGUST 16, 2021

The best way to showcase you have the required machine learning skills is to highlight how you’ve mastered those skills practically. Machine Learning Projects on Classification 2. Well, yes, there is. All you need to do is highlight different types of machine learning projects on your resume.

Machine Learning 40

Machine Learning Coding Project Deep Learning 40

Rockset

NOVEMBER 1, 2022

This blog outlines best practices from customers I have helped migrate from Elasticsearch to Rockset , reducing risk and avoiding common pitfalls. In this blog, we distilled their migration journeys into 5 steps. Something to avoid, something to fear and definitely not something to do on a whim.

Database-centric 52

Database-centric Pipeline-centric SQL Aggregated Data 52

ProjectPro

FEBRUARY 8, 2023

Read this blog to understand everything about AWS Glue that makes it one of the most popular data integration solutions in the industry. When Glue receives a trigger, it collects the data, transforms it using code that Glue generates automatically, and then loads it into Amazon S3 or Amazon Redshift. billion by 2026?

AWS 98

AWS Scala Metadata Data Lake 98

phData: Data Engineering

JANUARY 3, 2022

Software engineering practices define how to reliably and effectively build software and data products, delivering value faster to your customers. We’ll work through the different facets of taking your data and extracting business value with the same rigor and process companies apply to product development. No problem!

IT 52

IT AWS Software Engineer Software Engineering 52

ProjectPro

MAY 23, 2015

Whether it is in-store purchases or social mentions or any other online activity, Walmart has always been one of the best retailers in the world. With 2 million associates and approximately half a million associates hired every year, Walmart’s employee numbers are more than some of the retailer’s customer numbers.

Big Data 52

Big Data Data Analysis Hadoop Retail 52

Booking.com Engineering

DECEMBER 10, 2020

Based on benchmarks and blog posts out in the wild, brotli is able to get text-like payloads (HTML, Javascript, CSS) about 5–15% smaller than the gzipped size, and it’s not especially slower or more resource-intensive during decompression. So it goes with product development. By mid-2016, Chrome and Firefox both supported brotli.

Bytes 52

Bytes Recruitment Coding Engineering 52

ProjectPro

OCTOBER 20, 2021

It will explain what an instance of the best-in-class answers would sound like. So right before we start, I would like to let you know that the focus of this blog is to get you started for interviews and give you exposure to what is the latest in the field of Artificial Intelligence. 2) What are some ways to implement AutoML?

Machine Learning 52

Machine Learning Algorithm Government Data Science 52

Edureka

JANUARY 12, 2024

The idea of inversion of control (IoC) in software engineering refers to the transfer of control of objects or parts of a program to a container or framework. Continuous integration (CI) is a development practice where members of a team integrate their work frequently; usually, each person integrates at least daily.

NoSQL 52

NoSQL Java MongoDB Programming 52

ProjectPro

JANUARY 31, 2023

In this blog, we'll dive into some of the most commonly asked big data interview questions and provide concise and informative answers to help you ace your next big data job interview. Big data enables businesses to get valuable insights into their products or services. The Big data market was worth USD 162.6

Big Data 52

Big Data Hadoop AWS Relational Database 52

Confluent

SEPTEMBER 20, 2019

As a distributed system for collecting, storing, and processing data at scale, Apache Kafka ® comes with its own deployment complexities. Cloud Memorystore, Amazon ElastiCache, and Azure Cache), applying this concept to a distributed streaming platform is fairly new. Event streaming applications are more common than you think.

Kafka 21

Kafka Management Cloud AWS 21

ProjectPro

JUNE 29, 2021

This blog brings you the most popular Kafka interview questions and answers divided into various categories such as Apache Kafka interview questions for beginners, Advanced Kafka interview questions/Apache Kafka interview questions for experienced, Apache Kafka Zookeeper interview questions, etc. What are the major components of Kafka?

Kafka 40

Kafka Bytes Big Data Java 40

ProjectPro

JUNE 26, 2015

Big data companies are busy discovering novel big data solutions to make the best out of big data analytics to grow their businesses. All these big data applications have become an integral part of our daily lives; however, big data is being used in many unconventional ways across different industries.

Big Data 40

Big Data Food Unstructured Data Retail 40

ProjectPro

DECEMBER 10, 2021

This blog covers the top 50 most frequently asked Azure interview questions and answers. Well, this Azure interview questions and answers blog will help you land your dream cloud computing job role! Azure Cloud Services is a Paas (platform-as-a-service) product that intends to provide robust, efficient, and cost-effective applications.

BI 52

BI Cloud Computing SQL Database 52

ProjectPro

JULY 27, 2021

This blog is your one-stop solution for the top 100+ Data Engineer Interview Questions and Answers. In this blog, we have collated the frequently asked data engineer interview questions based on tools and technologies that are highly useful for a data engineer in the Big Data industry. that leverage big data analytics and tools.

Data Engineering 40

Data Engineering Data Engineer Engineering Hadoop 40