KO | EN

GitLite

Minimalist Open Source Repository Search Engine

gitlite — search

#dsh #dsh-plugin #typescript #ai-agent #developer-tools #claude-code #codex #deepseek-harness #ai-agents #react #mcp #rust

resources-intel-edge-ai-scholarship-2020

★ 111 Open GitHub ↗

A place to collect resources shared bythe community of Intel® Edge AI Foundation course

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# [RESOURCES] Intel-Edge-AI-Foundation-course
Collected resources shared by the community of Intel® Edge AI Foundation course

* **Last update:** to prevent overwhelming a little, each item from content is now in a separated file containing all its related resources under categories*
*Files are accessed by clicking on the item included table of content or by browsing directory*

### Table of Content:
* [AI - Artificial Intelligence](/Artificial_Intelligence.md)
* [C++](/C++.md)
* [CV - Computer Vision](/Computer_Vision.md)
* [Data Science](/Data_Science.md)
* [DL - Deep Learning](/Deep_Learning.md)
* [ML - Machine Learning](/Machine_Learning.md)
* [Math](/Math.md)
* [NLP - Natural Language Processing](/Natural_language_processing.md)
* [OpenVINO & Intel](/OpenVINO.md)
* [Others](/Others.md)
* [Python](/Python.md)
---

## Must read Articles
* Udacity Scholarships Challenge Phase: 16+ Examples of Amazing Community Participation **Medium**
https://blog.usejournal.com/real-examples-of-amazing-community-participation-8ebd89b67a34
* My Experience in Getting an Internship Offer From Google **Medium**
https://medium.com/@ahmadizzan/my-experience-in-getting-an-internship-offer-from-google-577a4c9fbfd9
* Getting the Udacity Scholarships: The Breakthrough https://mc.ai/getting-the-udacity-scholarships-the-breakthrough/
* Udacity Scholarships Challenge Phase: How to “Ace” the Community Participation Selection Criterion **Medium** https://blog.usejournal.com/ace-the-community-participation-selection-criterion-c4b1e0e7156e
* How I got into Google!! **Medium** https://medium.com/@gourav.mittal/how-i-got-into-google-a7d92f581951
---

## OPPORTUNITIES
the following are resources aims to help students to try challenges and get job Opportunities
* Deepfake Detection Challenge https://www.kaggle.com/c/deepfake-detection-challenge
* Take our skill-based assessment and get a job in AI https://www.workera.ai/candidates/

**Are you looking for a REFERENCE job in Data Science/Machine Learning/Deep Learning?**
* ML Fresher | Accentur India Private Limited - https://lnkd.in/f_ppiRS
* DS | Capgemini - https://lnkd.in/f22kfTF
* Fresher Python Developer | Accentur India Private Limited - https://lnkd.in/fvqC65w
* ML Scientist | TalentStack/The Hiring Story - https://lnkd.in/fZEc7_S
* ML Fresher | Innover Solutions, Inc - https://lnkd.in/fJNkA2H
* DS,ML,ML,Python | LnT InfoTech - https://lnkd.in/fQQzsVH
* AI/ML interns. | Software company - https://lnkd.in/fNSZySa
* Experienced Data Engineer | Micron Technologies - https://lnkd.in/fCGSQZQ
* ML Engineer | iSchoolConnect - https://lnkd.in/fCiZev5
* Systems Engineering(python) Intern | Saama AI Research Lab - https://lnkd.in/f4SaEXQ

* PhD position in Quantum Cryptography at the Technical University Berlin https://qt.eu/engage/jobs/phd-position-in-quantum-cryptography-at-the-technical-university-berlin/
* Machine Learning Contests https://mlcontests.com/
* Python & Django Application Developer https://www.linkedin.com/posts/tomiwa-adedokun-excellence_django-javascript-html5-activity-6614019280335888384-LaRv/

* EDGE AI SUMMIT https://www.edgeaisummit.com/events/edge-ai-summit
* Machine Learning Competitions in 2020 https://saqibns.github.io/2019/12/15/list-of-ML-competitions-2020.html
* The ecosystem event for AI hardware acceleration in Europe https://aihardwaresummiteu.com/events/ai-hardware-summit-europe
* ML Contests https://github.com/mlcontests/mlcontests.github.io
* AI Conference Deadlines https://aideadlin.es/
* Internshala is India's no.1 internship and training platform https://internshala.com/
* Hackathon update for Indian students https://codenbuild.tech/
* Insight Fellows Programs https://apply.insightdatascience.com/
* AWS Innovate Online Conference – AI and Machine Learning Edition https://aws.amazon.com/events/aws-innovate/machine-learning/
---

### General Articles/videos
* Udacity Talks Recent Episodes https://www.udacity.com/talks
* How I got into Google!! **Medium** https://medium.com/@gourav.mittal/how-i-got-into-google-a7d92f581951
* How To Speak by Patrick Winston https://www.youtube.com/watch?v=Unzc731iCUY
* 370 Free Online Programming & Computer Science Courses You Can Start This Month **Medium** https://link.medium.com/F9xHFHoGB2
* Jordan Peterson: Why Do Nice Guys Nice Finish Last? (MUST WATCH) https://www.youtube.com/watch?v=di2FM8WZI5E
* How Machine Learning is Fighting Cancer https://www.youtube.com/watch?v=ALQ_RNSRE40
* 30 Influential Women Advancing AI in 2019 https://blog.re-work.co/top-women-in-ai-2019/?utm_campaign=Artificial%2BIntelligence%2BWeekly&utm_medium=email&utm_source=Artificial_Intelligence_Weekly_139
* Machine Learning: Living in the Age of AI | A WIRED Film https://www.youtube.com/watch?v=ZJixNvx9BAc&feature=youtu.be
* sentdex **Channel** https://www.youtube.com/user/sentdex
* Ep. 25: Google's Ian Goodfellow on How an Argument in a Bar Led to Generative Adversarial Networks https://soundcloud.com/theaipodcast/what-are-generative-adversarial-networks-ian-goodfellow-explains
* How to Learn Fullstack Development: A Roadmap in Charts **Medium** https://medium.com/@dtkatz/how-to-learn-fullstack-development-a-roadmap-in-charts-9b9e4aac400f
* Warner Bros. Signs Deal for AI-Driven Film Management System (Exclusive) https://www.hollywoodreporter.com/news/warner-bros-signs-deal-ai-driven-film-management-system-1268036
* Tech That Will Change Your Life in 2020 https://www.wsj.com/articles/tech-that-will-change-your-life-in-2020-11577456561
* Find right track in AI https://d2wahc834rj2un.cloudfront.net/Workera%20Report.pdf
---

## PROJECTS
* Open Source Projects by Google, Uber and Facebook for Data Science and AI https://www.kdnuggets.com/2019/11/open-source-projects-google-uber-facebook-data-science-ai.html
* GStreamer Video Analytics (GVA) Plugin https://github.com/opencv/gst-video-analytics
* Intel® IoT Developer Kit https://github.com/intel-iot-devkit
* People count program in python using the OpenVINO toolkit. https://github.com/Dhairya10/people-count-vino
* Beer bottle following robot https://www.youtube.com/watch?v=Y5V331kbSvY
* The Linux foundation projects https://www.edgexfoundry.org/
* face Recognition https://www.linkedin.com/posts/activity-6613382641766977536-wSCJ/
* Step by Step: Build Your Custom Real-Time Object Detector **Medium** https://towardsdatascience.com/detailed-tutorial-build-your-custom-real-time-object-detector-5ade1017fd2d
---

## Tools
* Gantt project planner https://templates.office.com/en-us/gantt-project-planner-tm02887601
* All-in-one workspace https://www.notion.so/?r=77a75c1848e543db871931c66c9edba9
* The Missing Package Manager for macOS (or Linux) https://brew.sh/
* Installing ZSH https://github.com/ohmyzsh/ohmyzsh/wiki/Installing-ZSH
* CMake Installation https://riptutorial.com/cmake/example/4459/cmake-installation
* Public APIs for Data science https://github.com/n0shake/Public-APIs#data-science
* Model Downloader and other automation tools https://github.com/opencv/open_model_zoo/blob/master/tools/downloader/README.md
* For Students: Free Professional Developer Tools by JetBrains (PyCharm) https://www.jetbrains.com/student/
    - pytorch pycharm installation (2019) https://www.youtube.com/watch?v=geyFTCBJHy4

* BRAINs for Autonomous Systems https://www.bons.ai/
* DeepInsight https://github.com/CYHSM/DeepInsight
    - paper: https://www.biorxiv.org/content/10.1101/871848v1.full.pdf
    - Deepinsight : User-Friendly Deep Learning Tool to Decode Neural Activity in an Automated Way https://www.marktechpost.com/2019/12/20/deepinsight-user-friendly-deep-learning-tool-to-decode-neural-activity-in-an-automated-way/
* 10 Python image manipulation tools. **Medium** https://link.medium.com/nhuNGJtTD2
* The clear way to share complex information. https://coggle.it/recommend/5e012691ae8ae25f09ebdcde
* Extract LaTeX from PDFs or handwritten notes in seconds https://mathpix.com/
* Regex101 - online regex editor and debugger https://regex101.com/
* (Sketch 2 Code) Transform any hands-drawn design into a HTML code with AI https://sketch2code.azurewebsites.net/
* Netron https://electronjs.org/apps/netron
* A collection of infrastructure and tools for research in neural network interpretability. https://github.com/tensorflow/lucid
---

* Diagram
https://coggle.it/diagram/XgW1zK6K4rR27Y2U/t/intel-openvino/924f7ad59f5c66814acedcd21b78cd7fc286aaf731b3ab5773edf7271958cf0f

## INFOGRAPHICS
* AI Engineer learning path
![AI Engineer learning path](https://raw.githubusercontent.com/dohahelmy/resources-intel-edge-ai-scholarship-2020/master/img/AI-LearningPath.jpg)

* Type hierarchy on Numpy
![Type hierarchy on Numpy](https://raw.githubusercontent.com/dohahelmy/resources-intel-edge-ai-scholarship-2020/master/img/type_hierarchy_on_numpy.png)

* guide-to-iot-infographic
![guide-to-iot-infographic](https://raw.githubusercontent.com/dohahelmy/resources-intel-edge-ai-scholarship-2020/master/img/guide-to-iot-infographic.png)

* Git Cheat sheet
![git](https://raw.githubusercontent.com/dohahelmy/resources-intel-edge-ai-scholarship-2020/master/img/git.jpg)

* Machine Learning ecosystem
![Machine Learning](https://raw.githubusercontent.com/dohahelmy/resources-intel-edge-ai-scholarship-2020/master/img/ML.jpg)

* Machine Learning Practices
![Machine Learning practices](https://raw.githubusercontent.com/dohahelmy/resources-intel-edge-ai-scholarship-2020/master/img/ml-practices.jpg)

* Deep Learning Methods
![DL methods](https://raw.githubusercontent.com/dohahelmy/resources-intel-edge-ai-scholarship-2020/master/img/DL.jpeg)

* Statistical Distributions
![Statistical Distributions](https://raw.githubusercontent.com/dohahelmy/resources-intel-edge-ai-scholarship-2020/master/img/sd.png)

* Computer vision processes difference
![image](https://raw.githubusercontent.com/dohahelmy/resources-intel-edge-ai-scholarship-2020/master/img/d.png)

* AI Mindmap
![image](https://raw.githubusercontent.com/dohahelmy/resources-intel-edge-ai-scholarship-2020/master/img/AI_mindmap.png)

* Machine Learning Algorithms
![image](https://raw.githubusercontent.com/dohahelmy/resources-intel-edge-ai-scholarship-2020/master/img/Machine_Learning_Algorithms.png)

* BAsic Linux Commands
![image](https://raw.githubusercontent.com/dohahelmy/resources-intel-edge-ai-scholarship-2020/master/img/linux_commands.jpg)

* The Industrial Internet Arises With Big Data And The Internet of Things
![image](https://raw.githubusercontent.com/dohahelmy/resources-intel-edge-ai-scholarship-2020/master/img/big_data_iot.jpg)

* Building the Machine learning model
![image](https://raw.githubusercontent.com/dohahelmy/resources-intel-edge-ai-scholarship-2020/master/img/ml_model.png)

resources-intel-edge-ai-scholarship-2020

Explore Similar Repositories

Was this content helpful?

Recent Feedback

Download README