Lyft Engineering

APRIL 11, 2023

How Lyft’s ML Platform Saves Time and Money on Big Data/ML Workloads By Anindya Saha & Han Wang Image by DALL·E Motivation In previous articles, we talked about the ML Platform of Lyft, LyftLearn , which manages ML model training as well as batch predictions. How much more did we spend in 2022 vs 2021? If Presto is slow, try Hive.

Big Data 96

Big Data SQL Data AWS 96

KDnuggets

DECEMBER 19, 2019

Over the years new alternative providers have risen to provided a solitary data science environment hosted on the cloud for data scientist to analyze, host and share their work.

Data Science 128

Data Science Cloud Data Cloud Computing 128

Knowledge Hut

APRIL 25, 2024

Big data can be summed up as a sizable data collection comprising a variety of informational sets. It is a vast and intricate data set. Big data has been a concept for some time, but it has only just begun to change the corporate sector. What is Big Data? What are the Benefits of Big Data?

Big Data 97

Big Data Entertainment Transportation Banking 97

Knowledge Hut

SEPTEMBER 6, 2023

Nowadays, I often hear people saying they aspire to become data scientists or they want to work with data, but they don’t know the path to do so. I myself have faced this problem and data science certifications come as a rescue for this problem. What is Data Science Certification?

Data Science 97

Data Science Certification Machine Learning Business Analyst 97

Towards Data Science

FEBRUARY 28, 2023

Continue reading on Towards Data Science » Parquet vs ORC vs AVRO vs JSON. Which one to choose and how to use them?

Big Data 98

Big Data Data Science Data Data Lake 98

Knowledge Hut

JANUARY 18, 2024

Data Science is an amalgamation of several disciplines, including computer science, statistics, and machine learning. As the world on the internet is becoming our second home, Big Data has exploded. Data Science is the study of this big data to derive a meaningful pattern.

Data Science 98

Data Science Amazon Web Services Big Data Finance 98

Knowledge Hut

JANUARY 18, 2024

The best way to gain theoretical knowledge is by taking online Data Science Bootcamp and earning industry-level practical skills by participating in data science competitions posted on reputed platforms. As per research, it is expected that the demand for data scientists will rise by 31% from 2020 to 2024.

Data Science 98

Data Science Recruitment Big Data Machine Learning 98

InData Labs

AUGUST 24, 2023

From online transactions and social media interactions to sensor readings and scientific research, the sheer volume, velocity, and variety of data have given rise to the concept of “Big data.”

Big Data 92

Big Data Media Data BI 92

WeCloudData

FEBRUARY 6, 2025

Data scientists and engineers are two of the most important data professions and it is important to understand the difference between data engineering vs data science.

Data Science 52

Data Science Data Engineering Data Engineer Engineering 52

Knowledge Hut

APRIL 25, 2024

Big data in information technology is used to improve operations, provide better customer service, develop customized marketing campaigns, and take other actions to increase revenue and profits. It is especially true in the world of big data. It is especially true in the world of big data.

Big Data 98

Big Data Technology Hadoop NoSQL 98

Knowledge Hut

DECEMBER 29, 2023

The market for analytics is flourishing, as is the usage of the phrase Data Science. Professionals from a variety of disciplines use data in their day-to-day operations and feel the need to understand cutting-edge technology to get maximum insights from the data, therefore contributing to the growth of the organization.

Data Science 98

Data Science Data Mining Deep Learning Programming Language 98

Towards Data Science

JANUARY 17, 2024

Parquet vs ORC vs Avro vs Delta Lake Photo by Viktor Talashuk on Unsplash The big data world is full of various storage systems, heavily influenced by different file formats. These are key in nearly all data pipelines, allowing for efficient data storage and easier querying and information extraction. schema(schema).load("s3a://mybucket/ten_million_parquet.csv")

Big Data 97

Big Data Data Data Storage SQL 97

Towards Data Science

FEBRUARY 9, 2023

This post is for those poor souls that need to scan terabytes of data in BigQuery to calculate some counts, sums, or rolling totals over huge event data on a daily or even at a higher frequency basis. In this post, I will go over a technique for enabling a cheap data injestion and cheap data consumption for “big data”.

Big Data 98

Big Data Raw Data Aggregated Data Data 98

Knowledge Hut

JANUARY 29, 2024

Some techniques add to the development of technology in the business sectors, including Data Science and Cloud Computing, essential aspects of the technology industry. With the help of data science, one can gather all the critical analyses from vast chunks of data stored in clouds.

Cloud Computing 98

Cloud Computing Data Science Cloud Amazon Web Services 98

U-Next

FEBRUARY 26, 2023

Introduction Data Science is revolutionizing the business world, and it has opened up unique opportunities for businesses to grow. Businesses are now looking for Data Scientists to help them make a difference in their company’s performance and reach even further. is a platform for Data Science.

Data Science 98

Data Science Machine Learning Consulting Data Mining 98

Knowledge Hut

FEBRUARY 29, 2024

Being a data scientist means constantly growing, enabling businesses to become more data-propelled, and learning newer trends and tools. There are various excellent resources in data science that can help you to develop your skillset. The easiest way to get started is by taking an online data science bootcamp program.

Data Science 98

Data Science Datasets Machine Learning Database Design 98

Knowledge Hut

DECEMBER 26, 2023

Of course, handling such huge amounts of data and using them to extract data-driven insights for any business is not an easy task; and this is where Data Science comes into the picture. You can execute this by learning data science with python and working on real projects.

Data Science 97

Data Science BI Machine Learning Business Intelligence 97

KDnuggets

JANUARY 20, 2025

Check out these 10 ways to leverage efficient distributed dataset processing combining the strengths of Spark and Python libraries for data science.

Big Data 97

Big Data Data Process Process Datasets 97

Knowledge Hut

JANUARY 18, 2024

Data science is a multidisciplinary field that requires a broad set of skills from mathematics and statistics to programming, machine learning, and data visualization. The world has been swept by the rise of data science and machine learning. It can be daunting for someone new to data science.

Programming Language 98

Programming Language Data Science Programming Java 98

Towards Data Science

JANUARY 26, 2023

Summary In this post we have covered the topic of pulling big data files from cloud storage. We have seen that the best approach will likely vary based on the particular needs of the data application in question. Be sure to run your own in-depth, use-case driven experiments before making any design decisions.

Cloud Storage 98

Cloud Storage Big Data Cloud AWS 98

KDnuggets

JUNE 13, 2023

Understand the relationship between big data and business intelligence.

Business Intelligence 111

Business Intelligence Big Data Data Analytics IT 111

Knowledge Hut

NOVEMBER 27, 2023

The Data Science learning path is a collective set of curated courses that comprise a learning plan for achieving the required skills for the data scientist role. While the time limit to complete the learning path to become a data scientist can expect 8-9 months to get through all Data Science courses.

Data Science 97

Data Science Healthcare Machine Learning Algorithm 97

Knowledge Hut

JUNE 25, 2024

Many aspiring data scientists are working hard to earn a Certificate in Data Science with Python since Python is widely used in artificial intelligence for robots and voice assistants like Alexa, Siri, and Google Assistant, among others. This is the best-selling programming language data science python handbook in the world.

Data Science 97

Data Science Python Hadoop Machine Learning 97

Cloudera

APRIL 6, 2022

Moreover, interpreting AI results from the data is not overly difficult. Beyond boot camps and computer science degrees, Brooks said that YouTube, massively open online courses (MOOCs), and other institutions have data science programs freely available online to assist with learning about the tools and techniques available.

Big Data 103

Big Data Machine Learning Medical Insurance 103

Knowledge Hut

JANUARY 18, 2024

Data Science has risen to become one of the world's topmost emerging multidisciplinary approaches in technology. Recruiters are hunting for people with data science knowledge and skills these days. Data Scientists collect, analyze, and interpret large amounts of data. Well, you are at the right place.

Data Science 98

Data Science Business Analyst Data Architect ETL Method 98

Jesse Anderson

NOVEMBER 14, 2023

It’s a team that connects naturally into the constellation of the three data teams Operations team Data engineering team Data Science team as described in Jesse Anderson’s book Data Teams (2020) Before I explain what the data discovery team should do, it is necessary to add a bit of context on the concept of data discovery itself.

Data Science 147

Data Science Metadata Big Data Data 147

Knowledge Hut

JANUARY 18, 2024

I’ve often noticed that people use terms like Data Science and Artificial Intelligence ( AI ) interchangeably. The key connection between Data Science and AI is data. Understanding  Data Science course eligibility  can help you understand more about Data Science. What is Data Science?

Data Science 98

Data Science Deep Learning Business Analyst Data Mining 98

Lyft Engineering

OCTOBER 3, 2023

We expanded and scaled our offering by utilizing Apache Spark and Python data science libraries. If you’re interested in working on big data problems like these, then take a look at our careers page.

Big Data 94

Big Data Data Warehouse Metadata Data 94

Knowledge Hut

JANUARY 18, 2024

Data science is a multidisciplinary field that requires a broad set of skills from mathematics and statistics to programming, machine learning, and data visualization. The world has been swept by the rise of data science and machine learning. It can be daunting for someone new to data science.

Programming Language 75

Programming Language Data Science Programming Java 75

Cloudera

AUGUST 26, 2021

This means that there is out of the box support for Ozone storage in services like Apache Hive , Apache Impala, Apache Spark, and Apache Nifi, as well as in Private Cloud experiences like Cloudera Machine Learning (CML) and Data Warehousing Experience (DWX). If you want to see how well Ozone works at scale, this is a great read.

Data Science 113

Data Science Cloud Hadoop Metadata 113

LinkedIn Engineering

OCTOBER 2, 2023

When Javier signed up for a programming course during the pandemic, he had no idea that his career was about to shift from the world of music to data science. During the pandemic, I discovered data science after my friends suggested I take programming courses.

Data Science 85

Data Science Machine Learning Algorithm Scala 85

Monte Carlo

JANUARY 12, 2024

The concept of big data – complicated datasets that are too dense for traditional computing setups to deal with – is nothing new. But what is new, or still developing at least, is the extent to which data engineers can manage, data scientists can experiment, and data analysts can analyze this treasure trove of raw business insights.

Big Data 59

Big Data Data Analytics Data Science Data Lake 59

Team Data Science

NOVEMBER 10, 2020

Currently, the big buzz about big data is probably apt with the number of technologies and tools available to build products and services. I personally believe once due to this success of big data companies, the hype behind AI has blown out of proportions.

Big Data 130

Big Data Data Science Datasets Data Pipeline 130

Cloudera

JANUARY 20, 2021

This table can be massively scaled to any use-case and this is why HBase is superior in this application as it’s a distributed, scalable, big data store. In order to use this data, I built a very simple demo using the popular Flask framework for building web applications. Serving The Model . GitHub Repo Link.

Machine Learning 115

Machine Learning Database Data Science Building 115

Knowledge Hut

APRIL 23, 2024

Big data has revolutionized the world of data science altogether. With the help of big data analytics, we can gain insights from large datasets and reveal previously concealed patterns, trends, and correlations. What is Big Data? What are the 4 V’s of Big Data?

Big Data 52

Big Data Media Datasets Unstructured Data 52

Towards Data Science

AUGUST 22, 2023

Optimising big data workflows orchestration Continue reading on Towards Data Science »

AWS 98

AWS Big Data Data Science Data Workflow 98

Towards Data Science

DECEMBER 10, 2024

Generate data lineage with one small Pythonscript. Take advantage of old school databasetricks In the last 1015 years weve seen massive changes to the data industry, notably big data, parallel processing, cloud computing, data warehouses, and new tools (lots and lots of newtools). Your sanity will thank you for it.

PostgreSQL 75

PostgreSQL Data Python SQL 75