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The Pragmatic Engineer
JUNE 1, 2023
I’d like to share a story about an educational side project which could prove fruitful for a software engineer who’s seeking a new job. Juraj created a systems design explainer on how he built this project, and the technologies used: The systems design diagram for the Rides application The app uses: Node.js Persistence.
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KDnuggets
JANUARY 4, 2022
Here are 15 neural network projects you can take on in 2022 to build your skills, your know-how, and your portfolio.
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Christophe Blefari
OCTOBER 19, 2023
cross-project dependencies ( credits ) Over the last few years, dbt has become a de facto standard enabling companies to collaborate easily on data transformations. Whatever the number, there will be a critical point at which a single project no longer scale. roadmaps 2022-08 and 2023-02 ). Which I understand perfectly.
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KDnuggets
JANUARY 20, 2022
In this article, I will provide you with a list of artificial intelligence project ideas that would look great on your resume. .
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KDnuggets
MAY 26, 2022
Project ideas and portfolio tips from a self-taught data scientist.
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The Pragmatic Engineer
MAY 11, 2023
The internet has been speculating the past few days on which crypto company spent $65M on Datadog in 2022. The company made $1.67B revenue in 2022, circa $140M per month. We had a large upfront bill for a client in Q1 2022 that did not recur at the same level or timing in Q1 2023. So, did Coinbase spend $65M on Datadog in 2022?
339 
KDnuggets
DECEMBER 1, 2021
This curated list of data science projects offers real-life problems that will help you master skills to demonstration that you are technically sound and know how to conduct data science projects that add business value.
159 
ProjectPro
JUNE 6, 2025
Get Practical Data Engineering Experience with Complete Project-Based Azure Data Engineering Course ! Master data analytics skills with unique big data analytics mini projects with source code. This blog covers the top ten AWS data engineering tools popular among data engineers across the big data industry. PREVIOUS NEXT <
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The Pragmatic Engineer
NOVEMBER 26, 2024
Cursor The AI IDE startup was founded in 2022, and released the first version of their IDE in March 2023. It’s an autonomous coding agent integrating into IDEs IDEs in the ‘other’ slice with a couple of mentions: Cody by Sourcegraph: a coding assistant integrating into IDEs like Visual Studio and JetBrains IDEs.
The Pragmatic Engineer
MARCH 30, 2023
The company is bleeding money: in 2022 it brought in $4.1B It is pretty telling that the company’s revenue was $4B in 2022 but its market cap is a mere $3.3B. For example, the market cap of Uber is roughly 4x the annual revenue (2022 revenue of $17B, market cap at $61B). This is less than it attracted in fundraising.
KDnuggets
DECEMBER 16, 2021
Let’s take a closer look on Cloud ML market in 2021 in retrospective (with occasional drills into realities of 2020, too). Read this in-depth analysis.
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KDnuggets
JUNE 10, 2025
Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter Selling Your Side Project? You can post your project (web app, script, side SaaS, etc.)
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KDnuggets
JUNE 21, 2022
Also: The Complete Collection of Data Science Books - Part 2; The 6 Python Machine Learning Tools Every Data Scientist Should Know About; The Complete Collection of Data Science Books - Part 1; Data Science Projects That Will Land You The Job in 2022; Software Developer vs Software Engineer.
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ProjectPro
JUNE 6, 2025
Starting an NLP project can be both exhilarating and overwhelming. Based on his extensive experience, we explore the key components of the NLP project life cycle, addressing data imbalance, comparing traditional Machine Learning(ML) models to GPT-based approaches, and much more. However, this approach may not always be successful.
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KDnuggets
APRIL 25, 2022
Create and collaborate on data science projects or train machine learning models using free cloud Jupyter notebook platforms. You get a hassle-free IDE experience and free compute resources.
158 
ProjectPro
JUNE 6, 2025
Confused about which GPU to choose for your project? This blog covers the top 15 GPUs for machine learning and also guides you through the relevant factors to consider to make an informed decision when selecting a GPU for your next machine learning project. Looking for end to end solved data science projects?
U-Next
DECEMBER 21, 2022
A Basic Insight In 2022 . billion in October 2022. How To Remove A Hacker From My Phone – An Easy Guide (2022) . Interesting Cyber Security Projects For Final Year Engineering Students 2022 . Check them out and let us know which project idea quipped up your interest. . How To Know Your Phone Is Hacked?
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ProjectPro
JUNE 6, 2025
Organizations continue to reap benefits from serverless computing, says Datadog's report, The State of Serverless 2022. This blog introduces five interesting AWS Lambda project ideas that will show you where and how to implement Lambda in the best possible way. You can use AWS Lambda and Amazon Kinesis Stream to work on this project.
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The Pragmatic Engineer
APRIL 20, 2023
Until early 2022, the software engineering levels at Uber were: Engineering levels at Uber, 2014-2022 Back when I was at Uber in around 2020, I saw statistics about the spread of these levels. In March 2022, Uber addressed this inconsistency in levels by updating engineering levels to be more in-line with the rest of the industry.
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DataKitchen
NOVEMBER 29, 2021
Keep an eye on the eight top trends below that we believe will be significant in the year 2022. The global AI market is projected to grow at a compound annual growth rate (CAGR) of 33% through 2027 , drawing upon strength in cloud-computing applications and the rise in connected smart devices. AI Accountability. Data Gets Meshier.
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The Pragmatic Engineer
NOVEMBER 9, 2023
Here is software engineer and writer Molly White summarizes of his evidence : “To hear Singh tell it, he didn’t even really realize what was going on at FTX and Alameda Research until September 2022 — only a month or two before everything came crashing down. (.) FTX collapsed in November 2022.
ProjectPro
JUNE 6, 2025
If yes, this blog has some of the best and most exciting IoT projects for you! You will find various IoT-based projects relevant to different industries that can help you land your dream job in data science! Soon IoT technology is poised to disrupt several other industries with amazing projects. IoT is likely to grow from 8.74
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ProjectPro
JUNE 6, 2025
The FIFA World Cup 2022, which is the 22nd edition, is just getting started. Gianni Infantino, the president of FIFA, predicts that 5 billion people will watch the 2022 World Cup in Qatar. The 2022 FIFA World Cup focuses on implementing innovative AI and machine learning techniques in and outside the field. PREVIOUS NEXT <
KDnuggets
APRIL 27, 2022
A Brief Introduction to Papers With Code; Machine Learning Books You Need To Read In 2022; Building a Scalable ETL with SQL + Python; 7 Steps to Mastering SQL for Data Science; Top Data Science Projects to Build Your Skills.
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Data Engineering Podcast
JUNE 11, 2023
Datafold has invested a lot of time into integrating with the workflow of dbt projects to add early verification that the changes you are making are correct. July 2021 and July 2022 about data-diff) What are the roadblocks to data testing/validation that you see teams run into most often? freshness, time to delivery, etc.)
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The Pragmatic Engineer
JUNE 22, 2023
Data source: Domain Name Stat Google Domains was in beta from 2015 to 2022, which is Google’s way of marking in-development services not yet ready for “prime time” due to potential bugs. Google Domains exited Beta in March 2022, 7 years after launch.
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KDnuggets
AUGUST 10, 2022
Free AI for Beginners Course • Most In-demand Artificial Intelligence Skills To Learn In 2022 • Getting Started with SQL Cheatsheet • 3 Free Statistics Courses for Data Science • The Complete Collection of Data Science Projects – Part 1.
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The Pragmatic Engineer
DECEMBER 21, 2023
And speaking of books, this year I finally published the project I’ve been busy writing for years on the side of the newsletter: The Software Engineer’s Guidebook. For reviews of earlier years, see The Pragmatic Engineer in 2021 and in 2022.
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The Pragmatic Engineer
OCTOBER 10, 2024
Heavy development investment: Automattic – a VC-funded company founded by Matt Mullenweg – is the largest contributor to Wordpress, paying more than 100 staff to work full-time on the project. To maintain 2021-2022 valuations, companies need to increase revenue and profitability.
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ProjectPro
JUNE 6, 2025
Top 5 Sports Analytics Projects For Practice Below are the top five sports data analytics projects that will pique your interest and help you understand the application of data analytics in sports with examples - 1. For this sports data analytics project, you will use data on all thirty NBA teams from the 2018-19 regular season.
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The Pragmatic Engineer
JUNE 8, 2023
But they have little incentive to stick around and work on the new project, even though they probably have plenty to contribute and could help generate a lot more revenue. Now, the employee has good reason to stick around and see their equity vest, and also to ensure their project creates as much value as possible.
ProjectPro
JUNE 6, 2025
These statistics indicate that becoming an AI/ML architect is an excellent choice in 2022. Here’s a quick overview of the role of data architect in AI ML project to help you understand what the day-to-day responsibilities of a data architect in any AI/ML Project look like - What is the Role of a Data Architect in an AI ML Project?
Christophe Blefari
MARCH 1, 2023
dbt Labs also develop dbt Cloud which is a cloud product that hosts and runs dbt Core projects. a dbt project — a dbt project is a folder that contains all the dbt objects needed to work. You can initialise a project with the CLI command: dbt init. In a dbt project you can define YAML file everywhere.
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Snowflake
JUNE 10, 2025
Introducing dbt Projects on Snowflake (in public preview soon) Data teams all over the world love dbt because it brings software engineering best practices and efficiency to SQL and Snowpark data transformation workflows within their data warehouses. This democratized approach helps ensure a strong and adaptable foundation.
ProjectPro
JUNE 6, 2025
This blog will introduce you to various unique scikit-learn project ideas that will broaden your understanding of implementing the scikit-learn library in your next machine learning project. For this wine quality prediction project , use the wine samples dataset available in the UCI machine learning repository.
KDnuggets
APRIL 29, 2022
Top-rated data science tracks consist of multiple project-based courses covering all aspects of data. It includes an introduction to Python/R, data ingestion & manipulation, data visualization, machine learning, and reporting.
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KDnuggets
MAY 30, 2022
Also: Decision Tree Algorithm, Explained; Data Science Projects That Will Land You The Job in 2022; The 6 Python Machine Learning Tools Every Data Scientist Should Know About; Naïve Bayes Algorithm: Everything You Need to Know.
160 
KDnuggets
JANUARY 16, 2023
3 Free Machine Learning Courses for Beginners • The Complete Machine Learning Study Roadmap •Markdown Cheat Sheet • Learn Data Science From These GitHub Repositories • 7 Essential Cheat Sheets for Data Engineering • Scikit-Learn Cheat Sheet for Machine Learning • 7 Super Cheat Sheets You Need To Ace Machine Learning Interview.
108 
KDnuggets
DECEMBER 13, 2021
Also: 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; How to Get Certified as a Data Scientist; A $9B AI Failure, Examined; AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2021 and Key Trends for 2022.
143 
KDnuggets
DECEMBER 6, 2021
Also: How to Get Certified as a Data Scientist; 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; Most Common SQL Mistakes on Data Science Interviews; 19 Data Science Project Ideas for Beginners.
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Jesse Anderson
JANUARY 9, 2023
2022 was a banner year for activity.” Since Kafka Streams is part of the Apache project, I don’t see it going away as quickly. It employed some of the top people in the Apache Flink project. In 2022, many of the Ververica employees left and formed Immerok. You can see a significant drop starting in March 2022.
147 
Cloudera
DECEMBER 16, 2022
We are pleased to announce that Cloudera has been named a Leader in the 2022 Gartner ® Magic Quadrant for Cloud Database Management Systems. This differentiator solves a major technical challenge for data projects. Get a complimentary copy of the Gartner 2022 Magic Quadrant for Cloud DBMS . 5-Integrated open data collection.
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ProjectPro
JUNE 6, 2025
It will also discuss the applications of Keras for deep learning and some real-world project examples to help you understand the implementation of Keras in your data science projects. Installation Process: STEP-1) Create a virtual environment - Virtualenv is essential for managing Python packages for your different projects.
The Pragmatic Engineer
MARCH 19, 2024
When evaluated on the SWE-Bench benchmark, which asks an AI to resolve GitHub issues found in real-world open-source projects, Devin correctly resolves 13.86% of the issues unassisted, far exceeding the previous state-of-the-art model performance of 1.96% unassisted and 4.80% assisted.”
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