## -> This is Awesome 10-20. A database of all the resources about any topic you desire.

• Web Development
• iOS Development
• Machine Learning
• Competitive Programming

• Youtube Channels

• Channel Description Traversy Media features the best online web development and programming tutorials for all of the latest web technologies including Node.js, Angular 2, React.js, PHP, Rails, HTML, CSS and much more.

• Channel Description There's always something to learn! Whether you want to have look at Angular Tutorials or Guides, Vue.js, other Frontend Development Content or Data Science Topics or anything else - you're probably right!

• Channel Description One of the best web development video contents. A quick and to the point demo along with resources is provided. Source code and other resources are hosted on the website CodeWithHarry.com.

• Channel Description A web developer with humour! Will make sure you're not bored. Teaches very well. You can find videos of Vanilla Javascript, React, Node, full stack applications. He'll also teach you designing part!

• Channel Description Will not keep beating around the bush. Will get straight to the point. Can't stand long tutorials? This is the channel for you! Has tutorials on varied topics like HTML, CSS, Vanilla Javascript, React, Node, MongoDB, SQL. He'll teach you designing and testing as well!

• Channel Description This Edureka Web Development Full Course video will help you understand and learn Web Development in detail. This Web Development Tutorial is ideal for both beginners as well as professionals who want to master Web Development technologies. It has covered topics like HTML, CSS, javascript, jQuery, Angular, React, Node, MERN. The description of this video also contain the links of detailed videos on the previous topics.

• Channel Description Colt Steele is no unknown name in the Web Develoment Industry. From having a community of more than 802,672+ students just on his Udemy courses. He also uploads some top notch educative cintent for free on his YoubeTube channels covering topics including HTML,CSS,JavaScript, Webpacak and more. More sure to stay subscribed to get the notifications to all his new videos. He is known to make hard topics in the world of JS look easy.

• Channel Description Wes Bos is a highly respected developer known for his top notch knowledge about all things Web. His YouTube Channel holds a plethora of content to learn from and has the best avaiable tutorails to make your JavaScript knowledge go from zero to hero.

• Channel Description Net Ninja hosts tutorials on all things related to Web. His Youtube COntent is known for having the best content with topics covering all the way from Front End Technologies like HTML,CSS,JavaScript,React,Vue and even Backend Technologies like Node.js, PHP, Express, Deno, Firebase and even more. He also cover ton of content on Flutter to help you get started on Mobile Based Applications if needed.

• Course Description A full-stack web developer course covering HTML, CSS, Javascript, Node, React, MongoDB and more!

• Course Description It is a free site in which certificates are provided after the submission of projects. Also many tasks are provided which helps in the understanding of the concepts.

• Course Description It is a 3 week course by udacity for begineers to get started with web development. You'll learn the fundamentals web development, along with best practices and professional problem-solving techniques using Developer Tools.

• Course Description This is the best docs by mozilla developers for learning web development. MDN Docs has an excellent set of resources that can be used for development of web.

• Course Description Course to improve HTML,CSS and JS skills by building real world projects.

• Book Description iA full-color introduction to the basics of HTML and CSS from the publishers of Wrox! Every day, more and more people want to learn some HTML and CSS. Joining the professional web designers and programmers are new audiences who need to know a little bit of code at work (update a content management system or e-commerce store) and those who want to make their personal blogs more attractive.

• Book Description Learn JavaScript and jQuery a nicer way This full-color book adopts a visual approach to teaching JavaScript & jQuery, showing you how to make web pages more interactive and interfaces more intuitive through the use of inspiring code examples, infographics, and photography.

• Blogs

• Blog Description He writes about React and its ecosystem. He has a habit of sharing what he learns, trying to do it more via the written medium.

• Blog Description I wouldn’t call Six Revisions a classical web development blog anymore, rather than a major news site for developers. Six Revisions publishes practical and useful articles for web developers and designers as well. Articles are published on a regular basis every 2-5 days.

• Blog Description There is description about javascript, jQuery, and a little bit of interview questions on Web development via written medium.

• Podcasts 🎙️

• Podcast Description CodePen is used by Web Developers everywhere as a way to showcase and share demo code. That said, this podcast is actually run by Codepen employees. They share stories, learnings, struggles, and successes that they've come across in growing their small company. This perspective is a little more unique than the other podcasts because you can follow the success of CodePen as a whole while learning more details along the way.

• Podcast Description The live broadcast podcast all about JavaScript. The episodes run over Hangouts on Air live and get uploaded to YouTube and an audio podcast afterward. Topics include all things around JavaScript and Web Development.

• Podcast Description Panel discussions and guest interviews to keep you up to date with the Vue community and Vue development practices

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• Youtube Channels

• Channel Description One of the best iOS development video contents. 3 videos per week about Swift and iOS Development from an iOS Engineer in Silicon Valley. Tutorials, VLOGs, Interview Questions, and LIVE on Sundays. Website: http://seanallen.co.

• Channel Description We go beyond making simple blog and calculator apps to explore how professionals create million dollar projects. a professional instructor and developer living in San Francisco, 10 years of knowledge to spread. Website: https://www.letsbuildthatapp.com

• Channel Description Welcome to the largest dedicated iOS tutorial channel on YouTube! Learn how to make an app with Swift, SwiftUI and Xcode. With over 17 million video views and 7 years of teaching online, let me help you turn your app idea into a reality! We answer every single comment so don't hesitate to leave your question and either myself or someone from my team will get back to you!. Website: https://codewithchris.com/

• Channel Description Mate you are the only YouTuber who helped me a lot with swift from complete newbie to a pro. Website: http://ww7.archetapp.com

• Channel Description Brian Advent and I believe that everyone who wants to create great software should be able to. Follow me around and learn software development for all Apple platforms with Swift 5. Website: http://www.brianadvent.com

• Channel Description Free iOS, Xcode, SwiftUI and Swift tutorials! How did they do that? How can I do that? What is this thing I always see but was too afraid to ask about? Send me a UI design and I'll find out how it was done and teach you everything in the simplest way possible. :). Website:https://www.bigmountainstudio.com

• Channel Description Yogesh Patel, an enthusiastic iOS Developer and Trainer to build iOS apps for iPhone / iPad. Best iOS app development videos in Hindi.

• Courses

• Course Description is a global program focused on introducing students to open source software development. Students work on a 3-month programming project with an open-source organization during their break from university.

• Books 📚

• Book Description is a global program focused on introducing students to open source software development. Students work on a 3-month programming project with an open-source organization during their break from university.

• Blogs

• Blog Description is a global program focused on introducing students to open source software development. Students work on a 3-month programming project with an open-source organization during their break from university.

• Podcasts 🎙️

• Podcast Description Fireside Swift is a popular Swift programming podcast where two buddies, Zack Falgout and Steve Berard, discuss a new Swift topic each week. They try to stay informal while also conveying the information they know about each topic with bits of humor sprinkled throughout. Have a seat by the fire, and enjoy some nerdy discussion with friends!

• Podcast Description Apple News & Rumors from a Developer's Perspective.

• Podcast Description Weekly panel discussion podcast about all things iOS programming.

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• Youtube Channels

• Channel Description It covers the theoritical part of machine learning by Andrew ng as it is free and easy available course best for the newcomers.

• Channel Description if you are not able to understand from stanford cs229 then you can take help from this and clear the topics.

• Courses

• Course Description If you want to learn ML in octave then this this the best course for you by Andrew ng

• Course Description it is the best course for beginners it firstly make you learn basics of python then implementation of it in practical as their are many projects which will help you to learn in easy manner.

• Course Description it is the best course for beginners it firstly make you learn basics of python and R then implementation of it in practical in python and R both as their are many projects which will help you to learn in easy manner.

• Course Description it is the best course for beginners taught by Jeremy Howard (Kaggle's #1 competitor 2 years running, and founder of Enlitic). Learn the most important machine learning models, including how to create them yourself from scratch, as well as key skills in data preparation, model validation, and building data products.

• Books 📚

• Book Description it is the best book for machine learning and helps with practical implementation if you like to read then this is the best book and will make you learn things in more depth.

• Blogs

• Blog Description Blog by Jason Brownlee. Jason started this blog because he is passionate about helping professional developers to get started and confidently apply machine learning to address complex problems. Frequency 3 posts / week

• Podcasts 🎙️

• 1- Lex Fridman link

• Podcasts Description podcasts exploring research topics in artificial intelligence, deep learning, autonomous vehicles, and beyond.

• 2- The AI Podcast link

• Podcasts Description Interviews with the world’s leading experts in artificial intelligence, deep learning, and machine learning to explain how it works, how it’s evolving, and how it intersects with every facet of human endeavor, from art to science.

• 3- This Week in Machine Learning & AI (TWiML & AI) link

• Podcasts Description Stories from the world of machine learning and artificial intelligence. Discussion on the latest developments in research, technology, business, and exploring interesting projects from across the web, including machine learning, artificial intelligence, deep learning, natural language processing, neural networks, analytics, big data and more.

• Academic Research Journals

• Important Papers

1. https://adeshpande3.github.io/adeshpande3.github.io/The-9-Deep-Learning-Papers-You-Need-To-Know-About.html
2. http://jmlr.org/papers/v15/delgado14a.html

• Keeping updated with Latest Research

1. https://arxiv.org/
2. http://www.arxiv-sanity.com/ (Very Useful resource. Automatically recommends new papers according to your interests)
3. http://www.gitxiv.com/ (Source code of arxiv papers)

• Summary of good papers

1. https://github.com/dennybritz/deeplearning-papernotes
2. https://medium.com/paper-club
3. https://www.youtube.com/channel/UCNIkB2IeJ-6AmZv7bQ1oBYg (Arxiv Insights)
4. https://www.youtube.com/user/keeroyz (2 minutes papers)

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• Youtube Channels

• Channel Description Algorithms, competitive programming, coding interviews. He makes educational videos and coding live streams.

• Channel Description He is nice competitive programmer from IIT Roorkee . An ex-employee of Microsoft he helps college students in coding interviews.

• Channel Description Algorithms and System Design is a powerful combination! Here are some things he talk about: 1) Competitive programming 2) System design 3) Artificial intelligence.

• Channel Description I am tmwilliamlin168, a competitive programmer, a senior in high school, and I make random videos IOI 2019 Silver Codeforces Max Rating 2865 (International Grandmaster) CodeChef Max Rating 2916 (7 stars)

• Courses

• Course Description During the course, you’ll learn everything needed to participate in real competitions — that’s the main goal. Along the way you’ll also gain useful skills for which competitive programmers are so highly valued by employers: ability to write efficient, reliable, and compact code, manage your time well when it’s limited, apply basic algorithmic ideas to real problems, etc.

• Books 📚

• Book Description Theoretical knowledge of algorithms is important to competitive programmers. Typically, a solution to a problem is a combination of well-known techniques

• Blogs

• Blog Description is a global program focused on introducing students to open source software development. Students work on a 3-month programming project with an open-source organization during their break from university.

• Podcasts 🎙️

• Podcasts Description is a global program focused on introducing students to open source software development. Students work on a 3-month programming project with an open-source organization during their break from university.

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📝 License

Licensed under the MIT License.

💜 Thanks

Thanks to our many contributors.