KDnuggets

APRIL 11, 2022

Let's have a look at the Python libraries that every data scientist should know in 2022, to maintain and improve their coding journey.

Python 136

Python Data Coding 136

KDnuggets

DECEMBER 29, 2022

It's the end of the year, and so it's time for KDnuggets to assemble a team of experts and get to the bottom of what the most important data science, machine learning, AI and analytics developments of 2022 were.

Machine Learning 145

Machine Learning Data Science Data IT 145

The Pragmatic Engineer

DECEMBER 2, 2023

Three featured speakers listed at DevTernity 2021, 2022 and 2023, and JDKon 2024. In 2022, another odd profile stood out: a speaker with no Twitter handle and a weird title; Natalie Stadler “Software Craftswoman at Coinbase:” Speakers at DevTernity 2022. When were they added and what could have the motivation been?

Software Engineer 334

Software Engineer Software Engineering Insurance Coding 334

The Pragmatic Engineer

MAY 9, 2023

Over the past few weeks, the majority of US publicly traded companies have published their median total compensation numbers for 2022. Fiscal year 2022 annual base pay (salary or gross wages for hourly employees, excluding paid leave), which we annualized for any permanent employees who commenced work during the year 2.

Software Engineer 290

Software Engineer Software Engineering Engineering Media 290

ArcGIS

OCTOBER 17, 2023

datums of 2022 will soon be released. The new U.S. This article covers what is coming and how you should prepare your data.

Systems 141

Systems Data Data Management Government 141

KDnuggets

MARCH 17, 2022

Find out what trends to look out for in 2022 and beyond at NVIDIA GTC. How will AI and data science impact the world of business in the next decade?

Data Science 140

Data Science Data 140

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.

Software Engineer 319

Software Engineer Software Engineering Retail Engineering 319

The Pragmatic Engineer

MARCH 23, 2023

In October 2022, I wrote about the start of a Big Tech hiring slowdown. Then in December 2022, I collected insights from tech recruiters , concluding that the market had slowed down from the frenzy of 2021-Q1 2022 and noted that every recruiter had shared there was some slowdown in the number of positions companies were hiring for.

Software Engineer 266

Software Engineer Software Engineering Engineering Recruitment 266

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. .

Project 158

Project 158

KDnuggets

AUGUST 8, 2022

Most In-demand Artificial Intelligence Skills To Learn In 2022 • The 5 Hardest Things to Do in SQL • 10 Most Used Tableau Functions • Decision Trees vs Random Forests, Explained • Decision Tree Algorithm, Explained.

Algorithm 131

Algorithm SQL 131

The Pragmatic Engineer

MAY 25, 2023

I got a message from a software engineer working at a company which laid off 30% of staff in December 2022. Glassdoor went as far as going to court in 2022 to push back on toymaker Zuru, which wanted to know the reviewers’ identities. To get full articles twice a week, subscribe here.

Software Engineer 351

Software Engineer Software Engineering AWS Engineering 351

The Pragmatic Engineer

MARCH 3, 2023

How software engineer populations have changed across Big Tech: The percentage change in software engineer roles at various companies, between Oct 2022 and Jan 2023. The most common cause, unsurprisingly, is the layoffs announced during Q4 2022 at Twitter, DocuSign, Robinhood, Meta, and Stripe. What’s behind these changes?

Recruitment 243

Recruitment Software Engineer Software Engineering Finance 243

KDnuggets

JUNE 1, 2022

Also: Python Libraries Data Scientists Should Know in 2022; The Complete Collection Of Data Repositories - Part 1; Top YouTube Channels for Learning Data Science; 7 Steps to Mastering SQL for Data Science; A Brief Introduction to Papers With Code.

Data Science 119

Data Science Python Coding SQL 119

KDnuggets

MARCH 2, 2022

Analysts predict an AI boom, driven by possibilities and record funding. While challenges remain, a hybrid approach combining the best of the realm may finally send it sailing into the mainstream.

IT 158

IT 158

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.

Software Engineer 277

Software Engineer Software Engineering Engineering Coding 277

KDnuggets

JANUARY 18, 2022

Unclutter your space and learn about the best books, free tutorials, courses, platforms, and certifications to start your data science journey.

Data Science 156

Data Science Certification Data 156

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.

Cloud 156

Cloud Data Science Machine Learning Project 156

KDnuggets

DECEMBER 17, 2021

What AI and data analytics trends are taking the industry by storm this year? This comprehensive review highlights upcoming directions in AI to carefully watch and consider implementing in your personal work or organization.

Data Analytics 160

Data Analytics Data Coding Deep Learning 160

KDnuggets

FEBRUARY 1, 2022

Are you trying to teach yourself machine learning from scratch, but aren’t sure where to start? I will attempt to condense all the resources I’ve used over the years into 7 steps that you can follow to teach yourself machine learning.

Machine Learning 159

Machine Learning Python 159

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.

Engineering 219

Engineering Software Engineer Software Engineering Media 219

The Pragmatic Engineer

APRIL 13, 2023

Source: Dealroom In 2022, Angel rounds were at the lowest by cumulative value since 2015, which is even worse than we’ve seen in the US. Source: Dealroom Seed investments have dropped since 2021, but in 2022 were around the same level as in 2020 – and well above 2019. Seed investments in Europe.

Finance 230

Finance Media Software Engineer Software Engineering 230

KDnuggets

MARCH 23, 2022

ODSC East is less than a month away - here are five reasons why you should attend, such as learning about trending topics, amazing Keynotes, and the AI Expo Hall.

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147

KDnuggets

MAY 2, 2022

Learn Python programming, statistics, and machine learning online from one of the world’s top universities.

Data Science 160

Data Science Machine Learning Python Programming 160

KDnuggets

AUGUST 4, 2022

Artificial Intelligence (AI) is the process of programming a computer that can reason and learn like a human being and make decisions for itself.

Programming 159

Programming Process 159

KDnuggets

FEBRUARY 16, 2022

In this article, I will walk you through how you can use your data science skills to land freelance gigs.

Data Science 159

Data Science Data 159

Seattle Data Guy

JANUARY 17, 2023

2022 is coming to an end. What is the state of data infra? Are Snowflake and Databricks still fighting over total cost of ownership? Is everyone switching to DuckDB? Are data engineers all learning Rust? Let’s try to answer these questions.

Data Engineering 211

Data Engineering Data Engineer Engineering Data 211

KDnuggets

JANUARY 11, 2023

Key Data Science, Machine Learning, AI and Analytics Developments of 2022 • Python Matplotlib Cheat Sheets • More Data Science Cheatsheets • Free Data Management with Data Science Learning with CS639 • Data-Driven Holiday Cheer: How Santa is Using Analytics to Make the Season Bright.

Data Science 105

Data Science Machine Learning Python Data 105

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.

Cloud 141

Cloud Project Machine Learning 141

KDnuggets

DECEMBER 10, 2021

Our panel of leading experts reviews 2021 main developments and examines the key trends in AI, Data Science, Machine Learning, and Deep Learning Technology.

Machine Learning 160

Machine Learning Data Science Technology Deep Learning 160

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.

Google Cloud 297

Google Cloud Media Cloud Engineering 297

ArcGIS

APRIL 10, 2025

datums of 2022 will soon be released. The new U.S. This article covers what is coming and how you should prepare your data.

Systems 76

Systems Data Data Management Government 76

KDnuggets

OCTOBER 21, 2022

Check out this article on crafting a data science portfolio that will get you that job. And learn 4 resume mistakes to avoid at any cost.

Portfolio 154

Portfolio Data Science Data 154

Snowflake

NOVEMBER 26, 2024

Before it migrated to Snowflake in 2022, WHOOP was using a catalog of tools — Amazon Redshift for SQL queries and BI tooling, Dremio for a data lake, PostgreSQL databases and others — that had ultimately become expensive to manage and difficult to maintain, let alone scale.

Data Warehouse 101

Data Warehouse Cloud PostgreSQL Hadoop 101

The Pragmatic Engineer

DECEMBER 21, 2023

For reviews of earlier years, see The Pragmatic Engineer  in 2021  and  in 2022. We cover: The newsletter’s evolution The most popular articles, and my personal favorites New resources and templates for engineers and managers added this year Tech industry pulse in 2023 Read the 2023 recap here.

Engineering 212

Engineering Software Engineer Software Engineering Project 212

The Pragmatic Engineer

MAY 12, 2023

I recommend exercising caution regarding OpsGenie, given how in 2022, OpsGenie was down for hundreds of customers for 2 weeks. Their multi-channel alerting capabilities are more limited, but their overall incident management focus could be more relevant: depending on your needs, and the maturity of your team. Yes: 2 for weeks!

Systems 276

Systems Management Engineering IT 276

The Pragmatic Engineer

JANUARY 19, 2023

Microsoft announced eliminating 10,000 positions on Wednesday - and I analyzed why the company decided to make this move despite earning record profits in 2022, in this week’s The Scoop. As I wrote in July 2022, in The Scoop #19: The start of a tech winter? Image source: Visual Capitalist. Image source: Visual Capitalist.

Banking 155

Banking Media AWS Cloud 155

The Pragmatic Engineer

FEBRUARY 23, 2023

In 2021, an impressive 67% of graduates got a software engineering job within 8 weeks, and in 2022 this number was 74% and close to 100% after 6 months, with a $124K average base salary. 'I expect our 2023 graduation numbers to be significantly worse than our 2022 numbers, but I'm eager to compare them with other training programs.'

Software Engineer 264

Software Engineer Software Engineering Recruitment Portfolio 264