Mike's ML Forge – Telegram
Mike's ML Forge
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Welcome to this channel,in this channel, we're diving deep into the world of Data Science and ML Also a bit of my personal journey, becoming a person who says " I designed the board, collected the data, trained the model, and deployed it"
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Web development encompasses a wide range of concepts and technologies. Here are some essential concepts that every web developer should understand:

### 1. HTML (HyperText Markup Language)
   - Purpose: Structure of a webpage.
   - Core Elements: <html>, <head>, <body>, <div>, <span>, <p>, <a>, <img>, etc.
   - HTML5: Latest standard with new elements like <header>, <footer>, <article>, and <section>.

### 2. CSS (Cascading Style Sheets)
   - Purpose: Styling of a webpage.
   - Core Concepts: Selectors, properties, values, specificity, box model.
   - CSS3: Latest standard with features like Flexbox, Grid, transitions, and animations.

### 3. JavaScript
   - Purpose: Client-side noscripting to make web pages interactive.
   - Core Concepts: Variables, data types, functions, events, DOM manipulation, ES6+ features (let/const, arrow functions, promises, async/await).

### 4. Responsive Design
   - Purpose: Ensuring web pages look good on all devices (desktops, tablets, smartphones).
   - Core Techniques: Media queries, fluid grids, flexible images.
   - Frameworks: Bootstrap, Foundation.

### 5. Version Control/Git
   - Purpose: Managing code changes and collaboration.
   - Core Concepts: Repositories, commits, branches, merges, pull requests.
   - Platform: GitHub, GitLab, Bitbucket.

### 6. Web Performance Optimization
   - Purpose: Improving the speed and efficiency of web pages.
   - Techniques: Minification, compression, caching, lazy loading, code splitting.

### 7. SEO (Search Engine Optimization)
   - Purpose: Improving the visibility of web pages in search engines.
   - Core Concepts: Keywords, meta tags, alt attributes, sitemaps, clean URLs.

### 8. Web Accessibility
   - Purpose: Making web content usable for people with disabilities.
   - Standards: WCAG (Web Content Accessibility Guidelines).
   - Practices: Semantic HTML, ARIA roles, keyboard navigation, color contrast.

### 9. Back-End Development
   - Purpose: Server-side logic and database management.
   - Languages: Python, Ruby, PHP, Node.js, Java.
   - Databases: SQL (MySQL, PostgreSQL), NoSQL (MongoDB).

### 10. APIs (Application Programming Interfaces)
   - Purpose: Allowing different software systems to communicate.
   - Types: RESTful, GraphQL.
   - Core Concepts: Endpoints, methods (GET, POST, PUT, DELETE), JSON, XML.

### 11. Security
   - Purpose: Protecting web applications from vulnerabilities.
   - Threats: SQL injection, XSS (Cross-Site Scripting), CSRF (Cross-Site Request Forgery).
   - Practices: HTTPS, input validation, authentication, and authorization.

### 12. Frameworks and Libraries
   - Front-End: React, Angular, Vue.js.
   - Back-End: Express.js (Node.js), Django (Python), Ruby on Rails (Ruby).
   - CSS: Sass, LESS.

### 13. DevOps
   - Purpose: Streamlining the development, deployment, and operations of applications.
   - Practices: Continuous Integration/Continuous Deployment (CI/CD), containerization (Docker), orchestration (Kubernetes).

### 14. Testing
   - Purpose: Ensuring the reliability and quality of web applications.
   - Types: Unit testing, integration testing, end-to-end testing.
   - Tools: Jest, Mocha, Cypress, Selenium.

### 15. Cloud Services
   - Purpose: Hosting and managing web applications.
   - Providers: AWS, Azure, Google Cloud Platform.
   - Services: Compute (EC2), Storage (S3), Databases (RDS).


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https://news.1rj.ru/str/MikeDevThoughts

ENJOY LEARNING 👍👍
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The GOAT Repository for DSA: A Must-Have for Every Software Engineer

Hello, fellow tech enthusiasts! 🚀
Today, I want to share with you one of the best resources out there for mastering Data Structures and Algorithms (DSA): The Algorithms GitHub This repository is the GOAT 🐐 of open-source projects for learning and implementing DSA across various languages.

Why this repo?

Multi-language Support: Whether you're into Python, C++, Java, or Go, you'll find a variety of implementations.
Community-driven: With contributions from developers around the world, it stays up-to-date with the latest algorithms.
Great for Interviews: Want to ace coding interviews? This repo covers many common questions in technical interviews and competitive programming.
Easy to Contribute: If you want to give back to the community, this project is a great place to start.

You can also explore their official website for more learning materials and a structured approach to understanding DSA concepts.
https://the-algorithms.com/
Check it out, fork it, and start exploring! Happy coding! 💻🔥
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Algorithms Every Developer Should Know

1. Sorting Algorithm: - It is the algorithm that arranges the order of the items in a list.
Bubble Sort , Merge Sort , Quicksort , Heap Sort.

2. Searching Algorithm: - It is the algorithm that finds an element in a data set.Binary Search Breadth-First Search(BFS) Depth-First Search(DFS)

3. Dynamic Programming: - DP is an algorithmic technique for solving an optimization problem by breaking it down into simpler sub-problems.

4. Recursion Algorithm: - Recursion is a problem-solving technique in which the solution is dependent on solutions to smaller instances of the same problem.

5. Divide and Conquer: - The Divide and Conquer algorithm consists of a dispute using the three steps listed below.
* Divide the original problem into sub-problems. * Conquer: Solve each sub-problem one at a time, recursively. * Combine: Put the solutions to the sub-problems together to get the solution to the whole problem.

6. Hashing: - Hashing is a technique or process that uses a hash function to map keys and values into a hash table. 'It is done to allow for quicker access to elements.
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Forwarded from GebetaMaps
Get ready for an exciting opportunity to work with Gebeta Maps!

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Register now and take part on this week of virtual hackathon. Lock in and Win  Prizes.

Any developer or team from Ethiopia, Rwanda and Djibouti can participate.

Sign Up Now at hackathon.gebeta.app
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The Request/Response Procedure of a Web server

At its most basic level, the request/response process consists of a web browser asking
the web server to send it a web page and the server sending back the page. The browser
then takes care of displaying the page
These are the steps in the request and response sequence:
1. You enter http://server.com into your browser’s address bar.
2. Your browser looks up the IP address for server.com.
3. Your browser issues a request for the home page at server.com.
4. The request crosses the Internet and arrives at the server.com web server.
5. The web server, having received the request, looks for the web page on its hard disk.
6. The server retrieves the web page and returns it to the browser.
7. Your browser displays the web page.
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Mike's ML Forge
The Request/Response Procedure of a Web server At its most basic level, the request/response process consists of a web browser asking the web server to send it a web page and the server sending back the page. The browser then takes care of displaying the…
For an average web page, this process takes place once for each object within the page:a graphic, an embedded video or Flash file, and even a CSS template.
In step 2, notice that the browser looked up the IP address of server.com. Every machine attached to the Internet has an IP address—your computer included. But we generally access web servers by name, such as google.com. As you probably know, the browser consults an additional Internet service called the Domain Name Service (DNS) to find the server’s associated IP address and then uses that to communicate with the computer.
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For dynamic web pages, the procedure is a little more involved, because it may bring both PHP and MySQL into the mix
Here are the steps:
1. You enter http://server.com into your browser’s address bar.
2. Your browser looks up the IP address for server.com.
3. Your browser issues a request to that address for the web server’s home page.
4. The request crosses the Internet and arrives at the server.com web server.
5. The web server, having received the request, fetches the home page from its hard
disk.
6. With the home page now in memory, the web server notices that it is a file incor-
porating PHP noscripting and passes the page to the PHP interpreter.
7. The PHP interpreter executes the PHP code.
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Mike's ML Forge
For dynamic web pages, the procedure is a little more involved, because it may bring both PHP and MySQL into the mix Here are the steps: 1. You enter http://server.com into your browser’s address bar. 2. Your browser looks up the IP address for server.com.…
8. Some of the PHP contains MySQL statements, which the PHP interpreter now passes to the MySQL database engine.
9. The MySQL database returns the results of the statements back to the PHP inter-
preter.
10. The PHP interpreter returns the results of the executed PHP code, along with the
results from the MySQL database, to the web server.
11. The web server returns the page to the requesting client, which displays it.
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Although it’s helpful to be aware of this process so that you know how the three elements work together, in practice you don’t really need to concern yourself with these details, because it all happens automatically.
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Forwarded from DoughNut 🍩
Speaking of animations this is gonna change how we do tailwind fr

https://rombo.co/tailwind/

The animations are just soooo good and honestly saves me so much time I'd have done in framer motion directly into my Tailwind (I suck at framer motion 😭)

#frontend
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The Only 8 Fonts You Will Ever Need

Typography has evolved significantly, offering an extensive array of typefaces. Despite the abundance, eight fonts have stood out for their unique characteristics: Garamond, Bodoni, Baskerville, Times New Roman, Century Expanded, Futura, Helvetica, and Inter. Each font brings its own historical significance and design ethos, from classics like Garamond and Baskerville that improve readability, to modern fonts like Inter designed for digital interfaces. These fonts are essential tools for any designer, adaptable to various projects from traditional print to contemporary digital design.
https://uxplanet.org/the-only-8-fonts-you-will-ever-need-eb4e4088cb16
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💻 How to Make Coding Addictive 🚀

Set Small, Achievable Goals 🥅: Define quick, manageable 'wins' for each coding session. This keeps motivation high and creates a sense of accomplishment.

Celebrate Progress 🎉: Each time you reach a milestone, take a moment to celebrate. Positive reinforcement keeps you coming back for more!

Focus on Fun Projects 🎮: Work on projects that interest you. When you enjoy the process, coding becomes something you look forward to.

Track Your Growth 📈: Keep a log of your improvements, whether it’s solving problems faster or learning new techniques. Seeing progress makes it rewarding.


By incorporating these habits, coding can become an exciting and rewarding journey that keeps you hooked! 💡

» Watch Video «
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Forwarded from Dagmawi Babi
You guessed right, it's Chapi 🥳

Temkin Mengistu aka Chapi — Remote Work, Backend Dev, Working in the Middle East, Communities and Much More
https://www.youtube.com/watch?v=057hXT9gZuE

You can enjoy and listen to the show across all your favorite podcasting platforms. 💚

#MyYouTube #MyPodcasts
@Dagmawi_Babi
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Hey everyone! It’s been a while since I last posted, and I wanted to share what’s been going on
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To be honest, impostor syndrome got the better of me, and I started feeling like I didn’t belong in the tech space. I’ve been taking time to reset and focus on my growth. I’m shifting my focus from web development to learning Python, Machine Learning, Data Science, and AI—starting from the basics.
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I realized it’s okay to start over and take it step by step. Moving forward, I’ll be sharing my journey—Python basics, beginner projects, and everything I’m learning about AI. Whether you’re curious about coding, exploring tech, or just here for the ride, I hope you’ll stick around as we learn together🙌🏾
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