aspashur @aspashur

Probability and Statistics — The Science of Uncertainty (2nd Edition): utstat.toronto.edu/mikevans/jeffr… (🌟Download 774-page PDF🌟) —————— #DataScience #DataScientist #MachineLearning #ML

The British High Commission (BHC) in Ghana is seeking an experienced and qualified specialist to lead UK objectives focused on climate and nature, under the People and Planet Pillar of the Country Business Plan, encompassing forestry and carbon markets, assisting the Commission’s wider climate objectives.    Apply here: fco.tal.net/vx/appcentre-e…

How Folding Houses Like Paper Created This Insane Rooftop Hall.

The Art of Debugging Open Free book is now available in pdf/epub and finally sports a book cover github.com/stas00/the-art… While a lot of the focus is on Unix/Python/Pytorch, the methodology chapter is applicable to any Software Debugging. It currently sports 161 packed pages in 5 solid chapters and more coming...

给大家安利一本开源、免费、可在线运行的 Python 地理空间编程书：《GIS 编程入门》。 从 Python 基础一路到进阶地理空间数据分析，学习路径清晰完整；配套大量可直接动手的代码示例，边学边跑、上手更快。 GitHub：github.com/giswqs/intro-g… 文档：gispro.gishub.org 书籍提供 8 种语言版本（含中文、英文、日文、韩文等），覆盖更广、更新更方便。 适合想系统入门地理空间编程的初学者，学完还可申请课程认证证书。

Guidelines for writing a research paper for publication (1/5)

GeoLibre v1.9.0 is here! GeoLibre is a free and open-source, lightweight, cloud-native GIS platform for visualizing, exploring, and analyzing geospatial data. It runs everywhere you do, in the web browser, on the desktop, on mobile, and inside Jupyter notebooks, all while keeping your data local and private. This release brings CAD drawing import, smarter WMS and WFS service discovery, and a docked SQL workspace with autocomplete. What's new in v1.9.0 - CAD import: Add CAD drawings (DXF/DWG) as a layer, with a picker for choosing which drawing layers to load and a CRS selector for placing them correctly on the map. - Smarter service discovery: WMS and WFS panels now read the service's GetCapabilities, so you pick available layers and feature types from a populated dropdown instead of typing names by hand. - Docked SQL Workspace: The SQL Workspace now docks as a resizable panel beside the map, with editor autocomplete for tables, columns, and SQL keywords. - Generic Vector to Vector conversion: Convert between any supported vector formats by file extension, alongside the existing targeted converters. - Richer camera tours: Per-keyframe hold and transition duration controls for finer pacing, plus save and reload of a named tour setup. - Better story maps: A hide-itinerary toggle, subtitle and byline fields on the printable handout, and dedicated start and closing slides. - Styling and plugin extras: A transparent (no fill / no outline) option in the color picker, a Legend populated from a paletted raster's color table, and plugins can now use the maplibre-gl-raster stack and the projection control. Try it out - Launch GeoLibre web: web.geolibre.app - GitHub: github.com/opengeos/GeoLi… - Documentation: geolibre.app - Release notes: github.com/opengeos/GeoLi… #GIS #Geospatial #OpenSource #RemoteSensing #DataVisualization #MapLibre #Python

Mathematics for Computer Science (Free PDF) clcoding.com/2026/07/mathem…

Learn how to use the command line. You're going to spend a lot of time in there. freeCodeCamp just dropped a FREE 1-hour course to teach you the basics.

Pandas for Everyone — #Python Data Analysis (Addison-Wesley Data & Analytics Series - 2nd Edition): amzn.to/3L0BtM0

superfile is a terminal file manager designed to be visually polished and straightforward to use. - Cross-platform support for macOS, Linux, and Windows - Installable via curl, winget, scoop, or Homebrew - Plugin and theme system for customization - Keybindings for common file operations

Advancing math education through computation. See why math educators choose Wolfram: wolfram.com/for/math-educa…

Recommended reading if you feel you’ve lost your way , or if you’re having more fun than ever

Osaka University MEXT Scholarships 2027 in Japan (Fully Funded Opportunity for International Students) - No IELTS Visit: scholarshipforphd.com/osaka-mext-202… High Stipend Degree: BS, Master & PhD

Web research agents don't have to depend on hosted chat tools. In this tutorial, Darsh shows you how to build a personal AI research agent with Ollama, Qwen, and Python. Your agent will search the web, fetch pages, summarize results locally, and save a Markdown digest on your machine. freecodecamp.org/news/build-a-p…

✅ Design effective questionnaires ✅ Analyze survey data in R ✅ Create insightful visualizations ✅ Learn with step-by-step examples Perfect for researchers, students, and data analysts. medium.com/p/a-step-by-st… #RStats #DataScience #SurveyResearch #Statistics

Build a Linux System from Scratch

Build your first robot in simulation! 👾 📌 If you’re self-learning robotics, this is genuinely one of the better repos to save for later. @NVIDIARobotics released a "Getting Started with Isaac Sim" tutorial series covering everything from building your first robot to hardware-in-the-loop deployment. What's inside? → Building Your First Robot Explore the Isaac Sim interface, construct a simple robot model (chassis, wheels, joints), configure physics properties, implement control mechanisms using OmniGraph and ROS 2, integrate sensors (RGB cameras, 2D lidar), and stream sensor data to ROS 2 for real-time visualization in RViz. → Ingesting Robot Assets Import URDF files, prepare simulation environments, add sensors to existing robot models, and access pre-built robots to accelerate development. → Synthetic Data Generation Learn perception models for dynamic robotic tasks, understand synthetic data generation, apply domain randomization with Replicator, generate synthetic datasets, and fine-tune AI perception models with validation. → Software-in-the-Loop (SIL) Build intelligent robots, implement SIL workflows, use OmniGraph for robot control, master Isaac Sim Python scripting, deploy image segmentation with ROS 2 and Isaac ROS, and test with and without simulation. → Hardware-in-the-Loop (HIL) Understand HIL fundamentals, learn NVIDIA Jetson platform, set up the Jetson environment, and deploy Isaac ROS on Jetson hardware. The progression makes sense: start with basics (build a robot), add perception (sensors and data), generate training data (synthetic generation), develop software (SIL), then deploy to hardware (HIL). For robotics teams, this is the path to faster iteration. Simulate first, validate in software-in-the-loop, generate synthetic training data at scale, then deploy to hardware with confidence. 🎓 If this helps at least one engineer to become more fluent in the world of robotics, means a lot to me! 🫶🏼 Here's the course (it's free): docs.nvidia.com/learning/physi… ~~ ♻️ Join the weekly robotics newsletter, and never miss any news → ziegler.substack.com

5 Powerful lessons from " How to tell a story"

If you Ghanaian want to study masters on a full scholarship.Ireland Fellows Programme is open for 2027/2028 opens today . This is a fully funded one-year Master’s scholarship in Ireland funded by the Government of Ireland. It covers: tuition fees, visa application fees, medical and travel insurance, economy flights, Irish residence permit fee, accommodation, monthly living stipend of €700, settling-in allowance, and completion/departure allowance. Deadline for Stage 1: 26 July 2026 Apply here: irelandfellows.africa/ghana Who can apply? You must be a Ghanaian national and resident in Ghana. You must have a bachelor’s degree from a recognized university. Your degree should be First Class or Second Class Upper. Second Class Lower may be considered if you have strong relevant work experience. Your degree must have been awarded in 2015 or later. You must have at least 3 years of work experience directly related to the Master’s programmes you want to study. You must not already have a Master’s degree or be currently studying for one. You must choose 3 eligible Master’s programmes in Ireland that match your academic and professional background. Realistic example: If you studied Public Health and have worked with Ghana Health Service for 3 years, you can choose Master’s programmes related to Public Health, Health Policy, Global Health, or Health Management. If you studied Agriculture and work with farmers, NGOs, or the Ministry of Food and Agriculture, you can choose programmes in Agriculture, Food Security, Climate Change, or Development. If you studied Computer Science and work in tech or data, you can choose programmes in Data Analytics, AI, Computer Science, or Digital Transformation. Do not choose a random course just because it sounds nice. The programme must connect to your background, your work experience, and Ghana’s development needs. The application has 3 stages: Stage 1: Preliminary application Opens: 29 June 2026 Closes: 26 July 2026 You submit your basic application and documents. Stage 2: Detailed application Opens: 21 September 2026 Closes: 18 October 2026 If shortlisted, you submit more documents. Stage 3: Interview Interviews happen around November/December 2026. Important for Ghana applicants: If you pass Stage 1, you must take the Duolingo English Test before moving to Stage 2, even if you already have IELTS. The required Duolingo score is 120 overall, with at least 105 in each sub-score. Documents needed for Stage 1: Passport or official ID, undergraduate degree certificate, and final academic transcript. Your application must be personal. Do not copy someone’s essay. Do not submit generic AI-written answers. The selection panel wants to understand who you are, what problem you want to solve, and how this Master’s will help you contribute to Ghana. Your Stage 1 essay should clearly answer: 1. How your chosen Master’s programmes will help your career goals. 2. How the programmes will help you contribute to Ghana’s SDG/development goals. 3. How you will build links between Ghana and Ireland. Example of a strong story: “I work in rural health and have seen how poor health data affects decision-making in Ghana. A Master’s in Public Health or Health Data Science in Ireland will help me build skills in health systems, data analysis, and policy. When I return, I want to support evidence-based health planning and improve healthcare delivery in underserved communities.” That is stronger than saying: “I want to study in Ireland because Ireland has good universities.” Final advice: This scholarship is not just looking for people who want to travel. It is looking for future leaders who already have experience, understand Ghana’s problems, and can explain how studying in Ireland will help them make a real impact back home. Apply before 26 July 2026. Link: irelandfellows.africa/ghana GoScholar AI will keep sharing guides to help African students find and apply for fully funded opportunities.