Data Science Minimum: 10 Essential Skills You Need to Know to Start Doing Data Science

Future of IT workers: Around 80% engineers will need to learn new AI skills by 2027, says study

By 2027, about 80 per cent of engineering workers will need to learn new skills to work with artificial intelligence (AI), according to a new report by Gartner.

This is because AI is changing the way software is developed, and new roles are emerging in the field of software engineering.

Useful Web Development Resources

So here are the resources you need for web development
and these are free resources!!!

Royalty free Images and videos

1. Unsplash -  unsplash.com
2. Pexels      -  pexels.com
3. Pixabay   -  pixabay.com
4. Coverr     -  coverr.co
5. PNG-EGG-  www.pngegg.com
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Hosting and Deployment

1. Netlify  - netlify.com
2. Heroku - heroku.com
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Icons & Fonts

1. Flaticon             flaticon.com
2. Icons8                icons8.com
3. Fontawesome    fontawesome.com
4. Google Fonts     fonts.google.com
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Learning

1. FreeCodeCamp   freecodecamp.org
2. The Odin Project   www.theodinproject.com
3. Mem dev    mem.dev

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Mockup and UI Tools

1. Figma  - figma.com
2. Zeplin  - zeplin.com

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Project design ideas

1. Awwards  - awwwards.com
2. Dribble      - dribble.com

HTML and HTML5 free courses

HTML Essential Training
🔗 Course link

HTML5
🔗 Course link

A Complete Introductory Tutorial on HTML5
🔗 Course link

Intro to HTML
🔗 HTML Basics
🔗 More HTML Tags

Learn HTML by Building a Cat Photo App (No Video)
🔗 Course link

Learn HTML
🔗 Course link

HTML Tutorials For Beginners
🔗 Course link

HTML5 Tutorials Playlist
🔗 Course link


Books
HTML: A Beginner’s Guide Fourth Edition
Beginners Guide to HTML
HTML Tutorial
HTML & CSS: The Complete Reference, Fifth Edition (Complete Reference Series)
HTML & CSS Design and Build Websites


#HTML #HTML5
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What Programming languages do you use on regular basis?

A study from 2018 with a 18,827 sample size voted Python (87%) as the top programming language for data analysis and data science, followed by SQL (44%) and R language (31%), respectively.

Do you think situation has changed by now?

Free Useful Kubernetes Document:

What you'll find inside?

✅ The Scope of Kubernetes
✅ Salary Insights for Kubernetes Professionals
✅ Benefits of Learning Kubernetes
✅ A Step-by-Step Kubernetes Roadmap

https://docs.google.com/document/d/1XdyDWLC9MY5sRPBfvYkWudvt6AVqHIA7mt3PAXa7meg/edit?usp=sharing

Here are 10 Free Websites to learn about becoming a Business Development Executive. 💻🚀

1. Coursera (Free Courses)
- Offers courses on sales, business strategies, negotiation, and market analysis from top universities.
- Look for courses with a free auditing option.
- [Link](https://www.coursera.org/)

2. edX
- Provides free courses in business development, leadership, and strategic management.
- Top universities like Harvard and MIT offer courses here.
- [Link](https://www.edx.org/)

3. HubSpot Academy
- Known for its free certifications in Inbound Sales, Sales Management, and Business Development.
- Great for anyone interested in customer relations and sales tactics.
- https://academy.hubspot.com/

4. LinkedIn Learning (Free Trial)
- Offers a wide range of business development courses with a free one-month trial.
- Covers topics like sales strategies, CRM management, and business communication.
- https://www.linkedin.com/learning

5. Alison
- Free courses in business management, sales, and entrepreneurship.
- Certifications available in many topics relevant to business development.
- https://alison.com/

6. Google Digital Garage
- Provides free business and digital marketing courses.
- Great for learning digital skills and strategies for business growth.
- (https://learndigital.withgoogle.com/digitalgarage)

7. FutureLearn (Free Courses)
- Offers free courses from international universities on business management and development.
- Topics include market analysis, business strategy, and innovation.
- https://www.futurelearn.com/

8. Skillshare (Free Trial)
- 7-day free trial with access to various courses on sales, negotiation, and business strategy.
- Also includes networking and personal branding classes.
- https://www.skillshare.com/

9. OpenLearn by The Open University
- Offers free business courses with certificates.
- Topics include sales management, leadership, and communication.
- https://www.open.edu/openlearn

10. MIT OpenCourseWare
- Provides free access to MIT's course materials on entrepreneurship and business management.
- Includes lectures, assignments, and self-paced study materials.
- https://ocw.mit.edu

Join @skillsunlock for more! ✅

KEEP LEARNING 👍👍

Node js free courses

Node JS Tutorial for Beginners
🔗 Course Link

Node JS API Development for Beginners
🔗 Course Link

Beginner's Series to: Node.js
🔗 Course Link

MongooseJS Essentials - Learn MongoDB for Node.js
🔗 Course Link

Node js Tutorials
🔗 Course Link

The complete NestJS developer. Enterprise Node.js framework
🔗 Course Link

Node.js and Express (No Video)
🔗 Course Link

Introduction to NodeJS (No Video)
🔗 Course Link

Node.JS Tutorial (No Video)
🔗 Course Link

Books
Mastering Node.js
Fullstack Node.js
Web Development with Node and Express


#Node #Node_js #Backend #Express
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Data Science Trends in 2024

Want to be a backend architect ?

learn :

1. Microservices Design
Service decomposition, Bounded contexts, Resilience (Circuit Breaker, Bulkheads)

2. Distributed Systems Fundamentals
CAP Theorem, Event sourcing, CQRS, Data consistency models (ACID vs. BASE)

3. High-Performance Data Management
Database partitioning, Index optimization, NoSQL data modeling

4. Advanced API Design
gRPC, GraphQL, API Gateways, Asynchronous APIs

5. Event-Driven Architecture
Kafka, Message queues, Pub/Sub patterns, Saga pattern

6. Cloud-Native Patterns
Container orchestration (Kubernetes), Serverless, Multi-cloud strategies

7. Observability
Distributed tracing (OpenTelemetry), Centralized logging (ELK), Real-time monitoring

8. Infrastructure as Code
Terraform, Helm, Configuration management best practices

9. Advanced Security
Zero Trust, OAuth2, JWT, Data encryption in transit and at rest

10. Scaling Strategies
Load balancing, Sharding, Horizontal vs. vertical scaling

SOME USEFUL  WEBSITES  ONLINE EDUCATIONAL SUPPORT

www.khanacademy.org
www.academicearths.org
www.coursera.com
www.edx.org
www.open2study.com
www.academicjournals.org
codeacademy.org
youtube.com/education


BOOK SITES
www.bookboon.com
http://ebookee.org
http://sharebookfree.com
http://m.freebooks.com
www.obooko.com
www.manybooks.net
www.epubbud.com
www.bookyards.com
www.getfreeebooks.com
http://freecomputerbooks.com
www.essays.se
www.sparknotes.com
www.pink.monkey.com


ANSWERS TO QUESTIONS
www.ehow.com
www.whatis.com
www.howstuffwork.com
www.webopedia.com
www.plagtracker.com
www.answers.com


SEARCH SITES
■ About.com (www.about.com)
■ AllTheWeb (www.alltheweb.com)
■ AltaVista (www.altavista.com)
■ Ask Jeeves! (www.askjeeves.com)
■ Excite (www.excite.com)
■ HotBot (www.hotbot.com)
■ LookSmart (www.looksmart.com)
■ Lycos (www.lycos.com)
■ Open Directory (www.dmoz.org)
■ Google (www.google.com)
■ Mamma (www.mamma.com)
■ Webcrawler (www.webcrawler.com)
■ Aol (www.aol.com)
■ Dogpile (www.dogpile.com)
■ 10pht (www.10pht.com)


SEARCHING FOR PEOPLE
■ AnyWho (www.anywho.com)
■ InfoSpace (www.infospace.com)
■ Switchboard (www.switchboard.com)
■ WhitePages.com (www.whitepages.com)
■ WhoWhere (www.whowhere.lycos.com

Kotlin free courses

Kotlin Course - Tutorial for Beginners
🔗 Course Link

Kotlin Programming - A Basic Introduction
🔗 Course Link

Android Instagram App with Firebase - Kotlin Android Studio Tutorial - Android Final Year Project Tutorials (fyp projects) - Kotlin Project Tutorials
🔗 Course Link

One hour Kotlin guide for beginners
🔗 Course Link

Android Basics in Kotlin
🔗 Course Link

Kotlin at Light Speed
🔗 Course Link

Android Development(Kotlin) Full Course For Beginners
🔗 Course Link

Mastering Kotlin: a Fast Guide to Null Safety (in 30 min)
🔗 Course Link

Kotlin tips
🔗 Course Link


Books
Atomic Kotlin
Kotlin documentation
Learn Kotlin for Android Development
Kotlin Cookbook


#Kotlin
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Dynamic programming Goldmine ❤️

Dynamic Programming is one of the most important topic of any tech interview process. Found this really amazing blog on LeetCode covering important topics.

👉 DP for Beginners

Link : https://leetcode.com/discuss/general-discussion/662866/dp-for-beginners-problems-patterns-sample-solutions

👉 Dynamic Programming Patterns

Link: https://leetcode.com/discuss/general-discussion/458695/dynamic-programming-patterns

👉 knapsack problem

Link: https://leetcode.com/discuss/study-guide/1200320/Thief-with-a-knapsack-a-series-of-crimes

👉 How to solve DP - String?

Link : https://leetcode.com/discuss/general-discussion/651719/how-to-solve-dp-string-template-and-4-steps-to-be-followed

👉 Dynamic Programming Questions Thread

Link : https://leetcode.com/discuss/general-discussion/491522/dynamic-programming-questions-thread

👉 How to approach most of DP problems

Link : https://leetcode.com/problems/house-robber/solutions/156523/From-good-to-great.-How-to-approach-most-of-DP-problems

👉 Iterative DP solution using subset sum with explanation

Link : https://leetcode.com/problems/target-sum/solutions/97334/java-15-ms-c-3-ms-ons-iterative-dp-solution-using-subset-sum-with-explanation/

👉 Dynamic Programming Summary

Link : https://leetcode.com/discuss/general-discussion/592146/dynamic-programming-summary

👉 Categorization of Leetcode DP problem

Link : https://leetcode.com/discuss/general-discussion/1000929/solved-all-dynamic-programming-dp-problems-in-7-months

👉 Must do Dynamic programming Problems Category wise

Link : https://leetcode.com/discuss/general-discussion/1050391/Must-do-Dynamic-programming-Problems-Category-wise

👉 Dynamic programming is simple

Link : https://leetcode.com/discuss/study-guide/1490172/Dynamic-programming-is-simple

👉 Dynamic programming on subsets with examples

Link : https://leetcode.com/discuss/general-discussion/1125779/Dynamic-programming-on-subsets-with-examples-explained


👉 DP IS EASY

Link : https://leetcode.com/problems/target-sum/solutions/455024/DP-IS-EASY!-5-Steps-to-Think-Through-DP-Questions/

A to Z Resources for Students🔥

A curated list of valuable resources for college students, including study materials, productivity tools, career guidance, scholarships, internships, and personal development resources.

https://skillunlock.net/a-to-z-resources-for-students