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$Marko \u26a1 Denic$

Marko ⚡ Denic
@denicmarko 4 years, 4 months ago 701 views

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GitHub repositories to improve your programming skills.

🧵

1. Free Programming Books

Freely available programming books.

167k⭐

Repo: https://t.co/UoHTMEXBxT

2. Awesome
Awesome lists about all kinds of interesting topics.

148k⭐

Repo: https://t.co/C2jbOLJpmt

3. Coding Interview University

A complete computer science study plan to become a software engineer.

144k⭐

Repo: https://t.co/Y2osXEQkPk

4. Developer Roadmap

Roadmap to becoming a web developer in 2020.

138k⭐

Repo: https://t.co/aLeGg5gvEk

5. Public APIs

A collective list of free APIs for use in software and web development.

102k⭐

Repo: https://t.co/Idwi300p0a

6. Awesome Python

A curated list of awesome Python frameworks, libraries, software, and resources.

89.9k⭐

Repo: https://t.co/kgmrDEMimv

7. JavaScript Algorithms

Algorithms and data structures implemented in JavaScript with explanations and links to further readings.

87.4k⭐

Repo: https://t.co/L51LYhkKbs

8. Node Best Practices

The Node.js best practices list.

55.8k⭐

Repo: https://t.co/oIqzPlTm6l

9. Real World

“The mother of all demo apps” — Exemplary fullstack https://t.co/NsePOJopiC clone powered by React, Angular, Node, Django, and many more.

50.9k⭐

Repo: https://t.co/OeCLd0v8m3

10. Tech Interview Handbook

Materials to help you rock your next coding interview.

47.4k⭐

Repo: https://t.co/svK6eZq3Bu

11. Clean Code JavaScript

Clean Code concepts adapted for JavaScript.
42.3k⭐

Repo: https://t.co/14L3szpPGl

12. Free For Dev

A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev.

41.4k⭐

Repo: https://t.co/WLcw9TJviF

13. OG AWS

Amazon Web Services — a practical guide.

27.7k⭐

Repo: https://t.co/r5Z1BjTXeV

14. Awesome For Beginners

A list of awesome beginners-friendly projects.

26.1k⭐

Repo: https://t.co/X7139U7cde

15. Javascript Questions
A long list of (advanced) JavaScript questions, and their explanations.

26k⭐

Repo: https://t.co/yFsv2yNT1A

If you like this thread, maybe you'd love to bookmark it as a post { via @hashnode }:

https://t.co/Xn9AqjsG5p

More from Marko ⚡ Denic

$Marko \u26a1 Denic$

Marko ⚡ Denic
@denicmarko

50 free tools and resources you're gonna love!

🧵

1. UI Garage
Daily UI inspiration & patterns for designers, developers to find inspiration, tools and the best resources for your project.

Link:

2. Remove bg
Remove Image Background: 100% automatically – in 5 seconds – without a single click – for free.

Link:

3. uiGradients
A handpicked collection of beautiful color gradients for designers and developers.

Link:

4. Blender
Free and Open 3D Creation Software.

Link:

$Marko \u26a1 Denic$

Marko ⚡ Denic
@denicmarko

If you're looking for a remote job, open this:

In this thread, you will find websites where you can find remote jobs.

🧵

1/ Remote OK (@RemoteOK)

Remote OK has 180,604+ remote jobs as a Developer, Designer, Copywriter, Customer Support Rep, Sales Professional, Project Manager, and

2/ JustRemote (@justremoteco)

Discover remote jobs from around the world. Find your perfect remote development, design, sales, or marketing job

3/ AngelList Talent (@AngelList)

Apply privately to 130,000+ remote jobs and startup jobs near you with one application. See salary and equity upfront. Find the latest tech jobs, company overviews, benefits, and more at AngelList

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$Marko \u26a1 Denic$

Marko ⚡ Denic
@denicmarko

Websites to find code snippets.

🧵

1. CSS Tricks Snippets

~ HTML
~ CSS
~ Sass
~ SVG
~ htaccess
~ JavaScript
~ jQuery
~ WordPress
~ PHP

Link:

2. 30 Seconds Of Code

~ JavaScript
~ CSS
~ Python
~ React

Link:

3. Codeply

~ CSS
~ JavaScript
~ Vue
~ React

Link:

4. CSSDeck

~ CSS

Link:

$Marko \u26a1 Denic$

Marko ⚡ Denic
@denicmarko

9 websites that will make you smarter:

1/ CleanUpPictures

Remove any unwanted objects, people, or text from your pictures.

https://t.co/Ha8QOCFnFM

2/ Sejda PDF

Edit PDF files for free.

https://t.co/hpP3jmTZqE

3/ RemoveBG

Remove image backgrounds automatically in 5 seconds with just one click.

https://t.co/ruROo7EDS4

4/ Marketing Examples

A gallery of real-world marketing examples from successful companies.

https://t.co/kwB08kHTV5

$Marko \u26a1 Denic$

Marko ⚡ Denic
@denicmarko

FreeCodeCamp offers 10 free certifications:

1. Responsive Web Design
2. JavaScript Algorithms and Data Structures
3. Front End Libraries
4. ML
5. Data Visualization
6. Back End Development
7. Quality Assurance
8. Scientific Computing
9. Information Security
10. Data Analysis

In this article, you can find more free certifications.

Happy

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Roger Grosse
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Important paper from Google on large batch optimization. They do impressively careful experiments measuring # iterations needed to achieve target validation error at various batch sizes. The main "surprise" is the lack of surprises. [thread]

https://t.co/7QIx5CFdfJ

The paper is a good example of lots of elements of good experimental design. They validate their metric by showing lots of variants give consistent results. They tune hyperparamters separately for each condition, check that optimum isn't at the endpoints, and measure sensitivity.

They have separate experiments where the hold fixed # iterations and # epochs, which (as they explain) measure very different things. They avoid confounds, such as batch norm's artificial dependence between batch size and regularization strength.

When the experiments are done carefully enough, the results are remarkably consistent between different datasets and architectures. Qualitatively, MNIST behaves just like ImageNet.

Importantly, they don't find any evidence for a "sharp/flat optima" effect whereby better optimization leads to worse final results. They have a good discussion of experimental artifacts/confounds in past papers where such effects were reported.

Kevin Murphy
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Okay look - I didn’t grow up with comic books. But I read stacks of science fiction digests and I kit-bashed model cars into fantasy rods, and just tried to maintain a low profile until I could get out of the house. So you could say I’m a distant cousin of the comic book fan. /1

And sometimes one’s childhood passion follows them into adulthood, sometimes not, sometimes as an adult one finds a passion they never had as a child and embraces it. For me, that must include getting involved with a puppet show at the age of thirty. /2

So who’s to say whose passion’s legitimate and whose is bogus? Nobody. Someone might indict your passion but they have no ground to stand on and should be dismissed out of hand. /3

Maybe they’re envious that you have a passion, maybe they think that their passion is cooler than yours, or maybe they’re just insecure, who knows. Doesn’t matter. /4

What matters is that if something gives you joy, and in the process doesn’t hurt others, then by all means follow it. It’s how we explore our secret hopes, our shadow sides, our inner character. /5

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Caleb Porzio
@calebporzio

🎉🎉 PHP 7.3 is here!

Here are the things I'm excited about.

🚂 Trailing commas in function/method calls!

This will certainly be a required styling choice for me. Same delightful benefits of trailing comma in multi-line PHP arrays, and JavaScript objects.

🧵 Less disgusting heredoc syntax!

Inlining heredoc strings in any way right now is grrrosssss. Now we get sensible capabilities. Everything that was wrong with it is now fixed!

(Ignore the bad syntax highlighting)

☠️ Finally, not-so-silent json_decode error detection!

This really sucked before, now it just sucks a bit less (who wants to pass a 4th param and pass 2 default params first? (helper function anybody?)

📜 Not horrible functions for getting the first and last item (or key) from an array!

Before you either strung a bunch of functions together or messed with internal array pointers. This is a much-needed improvement.

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Noah Smith
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1/OK, I should really write another thread about university-centric regional development, because I think people often make some (very understandable) mistakes when thinking about this issue.

2/The biggest myth, I think, is that universities help regions by educating locals as undergraduates.

Skeptics of universities say: "But most of the people who graduate end up leaving."

3/In fact, most of what a university does for a regional economy is NOT about educating local kids.

Educating local kids is good for the nation, but doesn't help a region much.

The way a university helps a region is through

4/Undergraduates usually leave town after graduation.

But university RESEARCH pulls in OTHER smart people from other regions, and they stay there.

Here's a paper showing that this is the main way universities increase a region's human capital:

5/Research also pulls in business investment.

Companies want to partner with university labs, so they can commercialize the technologies the labs produce. So they invest in the labs, and sometimes they even put their offices in the town.