Resource Hub
3488 hand-picked resources for students, job seekers, career changers, founders, and AI learners — 100% free to browse with no account required.
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The Hiring Debrief
Hiring Trends & Job Market Data · Newsletter
Web Scraping 7,000 Pages in 3 Minutes with Python and Olostep
Coding & Developer Tools · Tutorial
We Are Betting on Human Intelligence: Meet TK
AI Tools · Article
5 Useful Python Automation Scripts for Beginners
Coding & Developer Tools · Tutorial
Talent Mobility at Work in 2026
Workplace & Leadership · Report
2026 State Opportunity Index
Hiring Trends & Job Market Data · Report
Tabular Foundation Models for Data Science Agents
Education & Skill-Building · Course
How to Make Your Online Course Interactive
Education & Learning · Guide
Answers come only from resources in this hub, with the sources listed.
3488 resources
A Substack newsletter on hiring trends and job market conditions written from inside recruiting, with posts on how employers screen and select candidates. Free posts are available to read and subscribe to by email.
A KDnuggets tutorial by Abid Ali Awan that walks through scraping thousands of pages with the Olostep Batch API in Python, downloading the results as Markdown and checking how many requests completed. Running the code requires an Olostep API key.
Medium CEO Tony Stubblebine's announcement of TK, a private agentic notebook app from Medium for drafting writing and developing ideas, describing the company's position that writing still matters as AI tools spread.
A KDnuggets tutorial by Bala Priya C with five beginner Python scripts for automating repetitive tasks, including organizing files, processing images and simplifying everyday workflows, with code and explanations.
An SHL report based on a survey of U.S. and UK workers about career growth, reskilling and internal opportunity, stating that two-thirds of workers believe they must leave their employer to advance. SHL sells talent assessment services.
Strada Education Foundation's state-by-state framework linking education to opportunity, with an interactive map, key findings, a downloadable full report and executive summary, technical appendices, and state comparisons of measures such as early-career earnings and job placement.
A DeepLearning.AI course built with Prior Labs, about 1.5 hours at the intermediate level, on using tabular foundation models such as TabPFN for prediction on spreadsheet-style data and connecting them to data science agents. Enrollment requires a free account.
An iSpring blog guide on adding interactivity to online courses, including quizzes, scenarios and other eLearning techniques, with examples and a related video. iSpring sells course-authoring software.
A KDnuggets article by Shittu Olumide describing seven open models under 10 billion parameters, each built for one task such as transcription, OCR, routing or speech, and comparing them with much larger general-purpose models. Performance claims come from the models' publishers and cited benchmarks.
A Monster career article by Vicki Salemi, published September 30, 2026, on six skilled trades with strong projected job demand, with typical pay, training paths and outlook for each.
RudderStack's free library of explainer articles on data engineering, data infrastructure and machine learning, covering topics such as generalization, deep learning and supplying customer data to LLM applications. RudderStack sells a customer data platform.
A free DataCamp webinar on Wednesday, November 18, 2026 at 11 a.m. ET covering how to direct Excel with Claude in natural language, build and change spreadsheets with AI help, and work through a product analytics project. Registration is required.
Anthropic's announcement of Claude Whiteboards and Claude Sheets in beta and of Claude Dashboards becoming generally available as Claude Data, describing shared boards, spreadsheets Claude builds and edits, and data stories teams can keep editing inside Claude. The article is free to read; access to the features depends on the Claude plan.
A DataCamp guide comparing GitHub Copilot training options for engineering teams, with published list prices verified October 30, 2026. DataCamp sells some of the training it lists.
A State of AI page by Nathan Benaich of Air Street Capital, reviewed October 31, 2026, comparing separate estimates of AI adoption, spending and financial returns, and explaining who each source measured, when, and what it counted as adoption.
A Cosign list compiled by Jack & Jill AI of 100 companies, mostly UK and European startups such as ElevenLabs, Cohere and Attio, with short company descriptions and links to their open jobs.
An open GitHub repository from Jane Street with agent skills for AI coding assistants, including a Socratic tutor skill, published with a license and contribution guide.
A Columbia University-hosted benchmark that tests AI agents on reverse engineering complex binary software. The page reports results from evaluations run with OpenAI, stating that GPT-6 Astra solves nearly all tasks while other evaluated models stay below 60%, and describes pilot evaluations of harder settings.
An explainx.ai roundup of 20 projects people reported building with Claude Fable 5.2 after its November 9, 2026 release, drawing on Matt Shumer, Anthropic's launch post and Ethan Mollick, with each item labeled verified, live or claim. Claude Fable 5.2 is a paid model; the article is free to read.
A KDnuggets guide by Vinod Chugani that goes round by round through current data science hiring processes, including AI-assisted coding rounds and generative AI evaluation questions, and lists ways candidates can prepare.
Developer documentation for Olostep's /v1/batches endpoint, which submits large lists of URLs for scraping in one job and returns page content such as Markdown or HTML, with request parameters, status polling and retrieval examples. Olostep is a paid web-data API; reading the documentation is free.
A Resume Now survey report on workplace values, stating that 70% of surveyed workers say leaders bend rules for favorites, with findings on fairness, favoritism and alignment between stated and practiced company values. Resume Now sells résumé-building services.
A Built In survey of job seekers on how AI tools shape which employers they find and consider. Among respondents who use AI for employer research, 66% say they applied to a company they had not considered and 53% say they decided not to apply somewhere because of what AI showed them. Built In sells employer branding services.
Claroc security research on apps made with Grok's Build mode. The researchers report that publishing defaulted to anyone-with-the-link access, that most of 37,571 reachable app addresses opened without sign-in, and that open apps held internal data from dozens of organizations. Findings are the researchers' own.
