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1 change: 1 addition & 0 deletions CONTRIBUTORS.md
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Expand Up @@ -387,6 +387,7 @@ Instructions :
| 354 | **Natalia Loginova** | Russia | QA Engineer | [GitHub](https://github.com/Arrivera) - [LinkedIn](www.linkedin.com/in/alisanatalia)|
| 355 | **shyoutarou** | Brazil | Student | [Github](https://github.com/shyoutarou) |
| 356 | **Aditya Mehta** | India | Mechanical Engineering Student | [Github](https://github.com/adimehta03) - [LinkedIn](https://www.linkedin.com/in/aditya-mehta-414b67195/) |
| 357 | **Kimber Ashman** | USA | PhD Student | [Github](https://github.com/kimberashman) |



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30 changes: 16 additions & 14 deletions README.md
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<h1 align="center"> A to Z Resources for Students </h1>


If you think this repository helped you in any in finding new opportunities, tag me on Twitter at [@HQdeepak](https://twitter.com/HQdeepak) and help it reach more people in the community.
If you think this repository helped you in any in finding new opportunities, tag me on Twitter at [@HQdeepak](https://twitter.com/HQdeepak) and help it reach more people in the community.


[Buy Me a Coffee](https://www.buymeacoffee.com/dipakkr)
Expand All @@ -27,7 +27,7 @@ When I was in college, I missed a lot of opportunities like hackathons, conferen
- [Backend Development ](#15-backend-development)
- [Frontend Web Development](#16-frontend-web-development)
- [Full-stack Web Development](#122-full-stack-web-development)
- [Data Structures](#17-data-structures)
- [Data Structures](#17-data-structures)
- [Alexa Tutorials](#18-alexa-tutorials)
- [C Language](#19-c-language)
- [C++ Language](#110-c-language)
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- [Machine Learning Crash Course | Google Developers](https://developers.google.com/machine-learning/crash-course/ml-intro)
- [Applied Data Science with Python Specialization | Coursera](https://www.coursera.org/specializations/data-science-python) -Select individual course if it consists of multiple then click on audit below the trial/payment options
- [Machine Learning | Kaggle](https://www.kaggle.com/learn/machine-learning)


- **Best GitHub Repositories to follow**
- [Self Taught Path for Data Science](https://github.com/ossu/data-science)
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- [The Hitchhiker's Guide to the Programming Contests](https://comscigate.com/Books/contests/icpc.pdf) - Goto book for competitive programming enthusiasts.
- [CLRS](http://ressources.unisciel.fr/algoprog/s00aaroot/aa00module1/res/%5BCormen-AL2011%5DIntroduction_To_Algorithms-A3.pdf) - Holy Bible for Design and Analysis of algorithms
- [Algorithm Design by Kleinberg Tardos](http://www.cs.sjtu.edu.cn/~jiangli/teaching/CS222/files/materials/Algorithm%20Design.pdf) - Another goto book for easy to understand algorithm design and analysis
- [Grokking Algorithms by Aditya Bhargava](https://www.amazon.com/Grokking-Algorithms-illustrated-programmers-curious-ebook/dp/B09781V6F7/ref=sr_1_1?crid=1ES0BXN5S7P30&dchild=1&keywords=grokking+algorithms&qid=1635005448&s=books&sprefix=grokking+algorithms%2Cstripbooks%2C265&sr=1-1) - Great for beginners and visual learners
- [Coding Interview University - Github](https://github.com/jwasham/coding-interview-university) - Strongly recommended to learn DS and Computer Science fundamentals
- [Algo & DS in different languages](https://github.com/ZoranPandovski/al-go-rithms) - Algorithm and Data Structure in different programming languages
- [Clean code](https://www.amazon.com/Clean-Code-Handbook-Software-Craftsmanship/dp/0132350882) - Clean Code: A Handbook of Agile Software Craftsmanship :heavy_dollar_sign:
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- [git - the simple guide](http://rogerdudler.github.io/git-guide/)
- [GIT: A Visual Git Reference](https://marklodato.github.io/visual-git-guide/index-en.html)
- [Mastering Git by thoughtbot](https://thoughtbot.com/upcase/mastering-git)
- [Git - Progate](https://progate.com/languages/git)
- [Git - Progate](https://progate.com/languages/git)
- [Intoduction to Git for DataScience](https://www.datacamp.com/courses/introduction-to-git-for-data-science)
- [Git training](https://intellipaat.com/git-github-training/)

Expand All @@ -520,7 +521,7 @@ When I was in college, I missed a lot of opportunities like hackathons, conferen
- [R for Data Science by Garrett Grolemund and Hadley Wickham](https://r4ds.had.co.nz/)
- [Swirl](https://swirlstats.com/students.html)
- [Hands-On Programming with R by Garrett Grolemund](https://rstudio-education.github.io/hopr/)
- [Introduction to Statistical Learning with R ](http://faculty.marshall.usc.edu/gareth-james/ISL/ISLR%20Seventh%20Printing.pdf)
- [Introduction to Statistical Learning with R ](http://faculty.marshall.usc.edu/gareth-james/ISL/ISLR%20Seventh%20Printing.pdf)
- [Advanced R Programming ](https://englianhu.files.wordpress.com/2016/05/advanced-r.pdf)
- [R for Dummies](http://sgpwe.izt.uam.mx/files/users/uami/gma/R_for_dummies.pdf)

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# 3. Student Benefits and Programs :fire:

## Campus Ambassador Programs :v:
1. [Microsoft Learn Student Ambassadors](https://studentambassadors.microsoft.com/)
1. [Microsoft Learn Student Ambassadors](https://studentambassadors.microsoft.com/)
2. [GitHub Campus Experts](https://githubcampus.expert/)
3. [College Representative - E-Cell IITB](https://www.ecell.in/cr/)
4. [Internshala Student Partner - | ISP](https://internshala.com/)
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10. [Venkat Panchapakesan Memorial Scholarship](https://buildyourfuture.withgoogle.com/scholarships/venkat-panchapakesan-memorial-scholarship/#!?detail-content-tabby_activeEl=overview) Applications are opened in the period between May and August every year.
11. [Women Techmakers Scholars Program](https://www.womentechmakers.com/scholars) Applications are opened in June-July every year.
12. [GHC India Student Scholarships](https://ghcindia.anitab.org/ghci-19-student-scholarships-2/) Applications are opened in the months of May - June every year.
13. [Adobe India Women-in-Technology Scholarship](https://research.adobe.com/adobe-india-women-in-technology-scholarship/) Application are opened in September - October every year.
13. [Adobe India Women-in-Technology Scholarship](https://research.adobe.com/adobe-india-women-in-technology-scholarship/) Application are opened in September - October every year.
14. [Microsoft Scholarship Program](https://careers.microsoft.com/students/us/en/usscholarshipprogram) **Applications open in October 2019!**
15. [Udacity - Bertelsmann Technology Scholarships Program](https://www.udacity.com/bertelsmann-tech-scholarships) **Application deadline - November 16th, 2020**
16. [ONGC Foundation](https://ongcscholar.org/) Applications open every year
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| Conference | Location | Date |
|:--- |:--- |:--- |
| [Predictive Analytics World](http://www.predictiveanalyticsworld.com) | Las Vegas, USA | May 31-June 4, 2020 |
| [Predictive Analytics World](http://www.predictiveanalyticsworld.com) | Las Vegas, USA | May 31-June 4, 2020 |
| [Strata Data Conference](http://conferences.oreilly.com/strata)| USA, UK | 20 Apr - 23 Apr 2020 (Varies) |
| [Open Data Science Conference](https://www.odsc.com) | UK, USA | Varies |
| [Big Data Analytics Tokyo](www.bigdatacon.jp) | Tokyo, Japan | 28 Oct- 8 Noc 2019 |
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# 13. Coding Bootcamps

|Id | Name | Track | Description | Country |
|--|------ |---| --- | ---- |
|Id | Name | Track | Description | Country |
|--|------ |---| --- | ---- |
|1 | [Lambda School](https://lambdaschool.com/) | FullStack, Data Science, Android, iOS | No Upfront Fees, Pay 17.5% of salary only when you get a job | USA |
|2 | [SpringBoard](https://www.springboard.com/) | DataScience | 2 Year experience as Software Dev, Only Pay if you get a Job | USA, India |
|2 | [SpringBoard](https://www.springboard.com/) | DataScience | 2 Year experience as Software Dev, Only Pay if you get a Job | USA, India |
| 3| [Pesto Tech](https://pesto.tech)| FullStack JavaScript | 2 Year experience as Software Dev, Only pay 17.5 % of salary when you get more than 15LPA | India
| 4| [InterviewBit Academy](https://www.interviewbit.com/academy/)| Software Developer | No Experience Required, 6 month online trainging, Only Pay when you get a Job | India
| 5| [General Assembly](https://generalassemb.ly)| Software Developer, Data Science, Android, iOS, Design | On Campus and fully remote options, both part-time and full-time | US and International
Expand All @@ -1134,7 +1135,8 @@ When I was in college, I missed a lot of opportunities like hackathons, conferen
- [Mohamed Achraf](https://www.youtube.com/channel/UCF6WjcZeVqy3MLBpp86eOyw) *Great tutorials for Logo Designing*
- [Dansky](https://www.youtube.com/user/ForeverDansky) *All about Graphic Designing*
- [DesignCourse](https://www.youtube.com/user/DesignCourse)

- **Curated lists**
-[A curated list of design resources from design templates, stock photos, icons, colors](https://github.com/MohamedYoussouf/Design-Resources)
## 14.2 Podcasts

- **Technology**
Expand All @@ -1158,12 +1160,12 @@ When I was in college, I missed a lot of opportunities like hackathons, conferen
- **Other**
- Tracks to Relax
- Unladylike

## 15. Top sites for Aptitude Preparion for Placements

- [IndiaBix.com](https://indiabix.com)

- [Testpot.com](https://testpot.com)
- [Testpot.com](https://testpot.com)

- [Freedu.in](https://freedu.in)

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