Tech Psyche . Updates . Tech Tips & Tricks . Programming , Tech Course
3.42K subscribers
851 photos
38 videos
30 files
1.21K links
Sharing updates & resources on Programming & Coding, Cryptocurrency, Blockchain, Web 3, Python, Data Science, Data Analysis, Java, Web Dev, AI, App Dev, ML, Cyber Security & Hacking & More

Buy Ads: https://telega.io/c/techpsyche

Admin: @mycontactpoint
Download Telegram
30th ๐Ÿ–ฅ Jan 2025 Free Udemy Coupons New Coupons Added

More Courses Here: https://tinyurl.com/UdemyFreeCoupons

#01 Build a real WebApp with Next js & React js
https://techurl.in/hLyOv

#02 Hands-On React. Build advanced React JS Frontend with expert
https://techurl.in/jMaKX

#03 Gatsby JS | Build a personal blog using gatsbyJS
https://techurl.in/FobBI

#04 Comprehensive JavaScript MCQs: From Basic to Advance
https://techurl.in/SPbyW

#05 JavaScript Interview Success: Comprehensive Practice Guide
https://techurl.in/COxsS

#06 JavaScript And PHP Programming Complete Course
https://techurl.in/IqSTA

#07 Complete jQuery Course: Learn From Beginner To Advanced
https://techurl.in/Hxzti

#08 Web Design Course For Beginner to Advanced
https://techurl.in/jFrnH

#09 CSS Mastery: From Basics To Tailwind Pro
https://techurl.in/FvlVj

#10 HTML Certification, Practice Test For Exams & Interviews
https://techurl.in/kXLlo

Enroll Fast Before Coupon Expires
โœ…Free Certificate upon Completion๐Ÿฅณ
Share with your FriendsโœŠ

More Courses Here: tinyurl.com/UdemyFreeCoupons
WhatsApp Channel: https://tinyurl.com/UdemyWhatsApp
Telegram Channel: https://t.me/udemycoursecouponsfree
๐Ÿ‘1
ChatGPT Cheat Sheet for Business (2025).pdf
8 MB
ChatGPT Cheat Sheet for Business - DataCamp

Unlock the full potential of AI with our comprehensive ChatGPT Cheat Sheet for Business! Tailored specifically for professionals and entrepreneurs, this guide offers actionable insights on leveraging ChatGPT to streamline workflows, enhance customer interactions, and drive business growth. Whether you're a marketing specialist, project manager, or CEO, this cheat sheet is your go-to resource for mastering conversational AI.

From crafting compelling content to automating routine tasks, learn how to harness the power of ChatGPT in real-world business scenarios. With clear examples and step-by-step instructions, youโ€™ll be able to integrate ChatGPT seamlessly into your operations, improving efficiency and innovation.

Donโ€™t miss out on staying ahead of the competition by embracing the future of AI-driven solutions!

Tg: https://t.me/AIResourcesTP
ChatGPT cheat sheet for Data Science.pdf
29 MB
Title: ChatGPT Cheat Sheet for Data Science (2025)
Source: DataCamp

Description:
This comprehensive cheat sheet serves as an essential guide for leveraging ChatGPT in data science workflows. Designed for both beginners and seasoned practitioners, it provides actionable prompts, code examples, and best practices to streamline tasks such as data generation, analysis, modeling, and automation. Key features include:
- Code Generation: Scripts for creating sample datasets in Python using Pandas and NumPy
- Data Analysis: Techniques for exploratory data analysis (EDA), hypothesis testing, and predictive modeling, including visualization recommendations.
- Machine Learning: Guidance on algorithm selection, hyperparameter tuning, and model interpretation.
- NLP Applications: Tools for text classification, sentiment analysis, and named entity recognition, leveraging ChatGPTโ€™s natural language processing capabilities .

Tg: https://t.me/AIResourcesTP
When multiple developers work on the same project, maintaining a well-structured codebase is crucial. Without proper organization, understanding and modifying the code becomes increasingly difficult.

Hereโ€™s why structure matters

๐Ÿ”น Clear Naming Conventions

Function names should clearly indicate their purpose. For example, if a function fetches data from the backend, naming it fetchSomething() immediately conveys its role. This improves readability and reduces confusion.

๐Ÿ”น Logical Folder Structure

Keeping related files together avoids unnecessary confusion. For instance, if you have a HeroSection inside the LandingPage, placing HeroSection.tsx along with its components inside the same folder can create a mess. Instead, organize components into separate, specific folders to improve maintainability.

๐Ÿ”น Frontend & Backend Coordination

Imagine working on the frontend where the previous developer structured the data one way, but the backend provides a different format. This misalignment leads to inefficiencies and unnecessary work. Clear communication between frontend and backend teams is essential to ensure seamless integration.

By following these best practices, we can create a clean, scalable, and collaborative codebaseโ€”making it easier for anyone to contribute.

Follow this Telegram Channel for more Tips, Resources, Tech Updates & Fun
https://t.me/TechPsyche
WhatsApp Channel
https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R
๐Ÿ›œ Honeypot

A honeypot is a fake system or network that tricks hackers into attacking it, while collecting information about them.

Honeypots can look like any digital asset, such as software, servers, databases, or payment gateways.
๐Ÿ”ฅ2
Here are 20 beginner-friendly PHP and Laravel project ideas to help you practice and improve your skills.

Pure PHP Projects

1. Simple Calculator โ€“ Perform basic arithmetic operations.

2. To-Do List โ€“ Manage tasks using a database.

3. User Authentication System โ€“ Register, login, logout with sessions.

4. Contact Form with Email โ€“ Send messages via email using PHPMailer.

5. Guestbook โ€“ Allow visitors to leave comments.

6. Notes App โ€“ Store, edit, and delete notes.

7. Weather App โ€“ Fetch and display weather data using an API.

8. File Upload System โ€“ Upload and manage files.

9. Simple Blog โ€“ Create, read, update, and delete blog posts.

10. Event Registration System โ€“ Let users register for events.

11. Poll/Voting System โ€“ Users vote and see results in real-time.

12. Student Management System โ€“ CRUD for student records.

13. Quiz System โ€“ Allow users to take and score quizzes.

14. Online Resume Builder โ€“ Let users create and download resumes.

15. Recipe Management System โ€“ Users can submit and view recipes.

16. Mini Forum โ€“ Basic discussion board with replies.

17. Live Chat System โ€“ Simple messaging with AJAX.

18. E-Card Generator โ€“ Generate and share e-greeting cards.

19. Expense Tracker โ€“ Track income and expenses.

20. Simple URL Shortener โ€“ Convert long URLs to short links.

Laravel Beginner Projects

1. Basic Blog โ€“ Users can post articles.

2. Task Manager โ€“ Create, update, and complete tasks

3. URL Shortener โ€“ Generate short links.

4. Expense Tracker โ€“ Log and categorize expenses.

5. Book Library System โ€“ Manage books and borrowing.

6. Inventory Management โ€“ Track product stock.

7. Simple E-commerce Store โ€“ Add and manage products.

8. Student Management System โ€“ Handle student records.

9. Employee Attendance System โ€“ Track attendance with timestamps.

10. Event Booking System โ€“ Users can book event slots.

11. Online Polling System โ€“ Conduct polls with results.

12. Mini Social Network โ€“ Users can post, like, and comment.

13. Recipe Sharing App โ€“ Users share and save recipes.

14. Support Ticket System โ€“ Handle customer support queries.

15. Multi-User Blog โ€“ Blog with roles like admin and editor.

16. Job Portal โ€“ Post and apply for jobs.

17. QR Code Generator โ€“ Generate QR codes for URLs.

18. Live Chat with WebSockets โ€“ Real-time chat.

19. Forum System โ€“ Discussion board with topics.

20. File Sharing System โ€“ Upload and share files with others.

More Resources:
https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R
๐Ÿ‘1
Telegram Contest for JavaScript Developers, Round 1

Prize Fund: $30,000
Deadline: 23:59 on February 21 (Dubai time)
Who can participate: Everyone
Results: March 2025

Telegram is hosting a contest for JavaScript developers to implement a new feature in Telegram Web A and enhance the existing part of the app.

Link: https://dev.to/henryclapton/telegram-contest-for-javascript-developers-round-1-4ojg
4 Open Vacancies at Safaricom & M-Pesa Africa

* IT Service Desk Engineer
* M-Pesa Africa - IT Operations Service Governance Specialist
* Commercial Manager, Farmer Solutions
* Financial Products Manager

Apply Here: https://kenyatrends.co.ke/4-open-vacancies-at-safaricom-m-pesa-africa/
Forwarded from SQL Resources TP
๐Ÿ๏ธโƒฃ ๐—ฆ๐—˜๐—Ÿ๐—˜๐—–๐—ง, ๐—ช๐—›๐—˜๐—ฅ๐—˜, ๐—ฎ๐—ป๐—ฑ ๐—ข๐—ฅ๐——๐—˜๐—ฅ ๐—•๐—ฌ
โคท Retrieve data from tables
โคท Filter records with WHERE
โคท Sort results using ORDER BY

๐Ÿ๏ธโƒฃ ๐—๐—ข๐—œ๐—ก๐—ฆ (๐—œ๐—ป๐—ป๐—ฒ๐—ฟ, ๐—Ÿ๐—ฒ๐—ณ๐˜, ๐—ฅ๐—ถ๐—ด๐—ต๐˜, ๐—™๐˜‚๐—น๐—น)
โคท Combine data from multiple tables
โคท Use INNER JOIN for common records
โคท Use LEFT JOIN to keep all left table records

๐Ÿ‘๏ธโƒฃ ๐—”๐—š๐—š๐—ฅ๐—˜๐—š๐—”๐—ง๐—œ๐—ข๐—ก (๐—–๐—ข๐—จ๐—ก๐—ง, ๐—ฆ๐—จ๐— , ๐—”๐—ฉ๐—š, ๐— ๐—”๐—ซ, ๐— ๐—œ๐—ก)
โคท Summarize and analyze data
โคท Use GROUP BY for grouped metrics
โคท Filter groups with HAVING

๐Ÿ’๏ธโƒฃ ๐—ฆ๐—จ๐—•๐—ค๐—จ๐—˜๐—ฅ๐—œ๐—˜๐—ฆ ๐—ฎ๐—ป๐—ฑ ๐—–๐—ง๐—˜๐˜€
โคท Nested queries for advanced filtering
โคท WITH clause to improve readability

๐Ÿ“๏ธโƒฃ ๐—ช๐—œ๐—ก๐——๐—ข๐—ช ๐—™๐—จ๐—ก๐—–๐—ง๐—œ๐—ข๐—ก๐—ฆ
โคท Use RANK(), DENSE_RANK(), ROW_NUMBER()
โคท Analyze running totals and moving averages

๐Ÿ”๏ธโƒฃ ๐—˜๐—™๐—™๐—œ๐—–๐—œ๐—˜๐—ก๐—–๐—ฌ ๐—ช๐—œ๐—ง๐—› ๐—œ๐—ก๐——๐—˜๐—ซ๐—˜๐—ฆ
โคท Speed up queries using indexing
โคท Understand clustered vs. non-clustered indexes

๐Ÿ”— ๐˜“๐˜ฆ๐˜ข๐˜ณ๐˜ฏ ๐˜š๐˜˜๐˜“ ๐˜๐˜™๐˜Œ๐˜Œ ๐˜ธ๐˜ช๐˜ต๐˜ฉ ๐˜ต๐˜ฉ๐˜ฆ๐˜ด๐˜ฆ ๐˜ณ๐˜ฆ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ๐˜ด:
โคท Resources - t.me/sqlresourcestp
โคท ๐˜ž๐Ÿน๐˜š๐˜ค๐˜ฉ๐˜ฐ๐˜ฐ๐˜ญ๐˜ด - w3schools.com/sql/
Certificates have their own value in proving your skills, but completing a course just for the sake of a certificate wonโ€™t help you at all.

What truly matters is how well you understand and apply what youโ€™ve learned.

Whatever course you take, focus on learning, practicing, and mastering the skill rather than just collecting certificates. The real proof of your expertise is in solving real-world problems, not in the number of certificates you have.

That's why I always recommend building Projects. Projects help you apply your knowledge, work with real data and tackle challenges similar to what youโ€™d face in a real job.

They also showcase your problem-solving skills, creativity, and ability to draw meaningful insightsโ€”things no certificate alone can prove.

Here, you can find free resources to build skills & projects
๐Ÿ‘‡๐Ÿ‘‡
https://t.me/TechPsyche

Hope it helps :)
๐Ÿ”— What is an AI Agent?

An AI agent is a software program that can interact with its environment, gather data, and use that data to achieve predetermined goals. AI agents can choose the best actions to perform to meet those goals.

Key characteristics of AI agents are as follows:

* An agent can perform autonomous actions without constant human intervention. Also, they can have a human in the loop to maintain control.
* Agents have a memory to store individual preferences and allow for personalization. It can also store knowledge. An LLM can undertake information processing and decision-making functions.
* Agents must be able to perceive and process the information available from their environment.
* Agents can also use tools such as accessing the internet, using code interpreters and making API calls.
* Agents can also collaborate with other agents or humans.

AI Resources: t.me/airesourcestp
๐Ÿ”— Neuralink Has Taught Paralyzed Patients to Draw Using Only Their Thoughts!

Elon Muskโ€™s Neuralink has not only enabled paralyzed patients to play video games and control robotic arms, but now they can draw using only their thoughts!

How Does It Work?

๐Ÿ’กThe Neuralink chip detects brain signals and translates them into cursor or brush movements.

๐Ÿ–Œ Patients mentally control a virtual hand, drawing lines, shapes, and even intricate patterns.

๐ŸŽจ This breakthrough opens new possibilities for self-expression, rehabilitation, and therapy for people with disabilities.

๐Ÿš€ Whatโ€™s Next?

Neuralink aims to refine the technology so that users can not only draw but also write, operate complex systems, and even "telepathically" interact with machines.

Read Here: https://dev.to/techlyst/neuralink-has-taught-paralyzed-patients-to-draw-using-their-thoughts-5b86
Languages used by data engineers:

๐Ÿ“SQL
๐Ÿ“Python
๐Ÿ“Scala
๐Ÿ“Pyspark
๐Ÿ“Spark SQL
Forwarded from Python Resources TP
What is Python?

- Python is a programming language ๐Ÿ

- It's known for being easy to learn and read ๐Ÿ“–

- You can use it for web development, data analysis, artificial intelligence, and more ๐Ÿ’ป๐ŸŒ๐Ÿ“Š

- Python is like writing instructions for a computer in a clear and simple way ๐Ÿ“๐Ÿ’ก

- Python supports working with a lot of data, making it great for projects that involve big data and statistics ๐Ÿ“ˆ๐Ÿ”

- It has a huge community, which means lots of support and resources for learners ๐ŸŒ๐Ÿค

- Python is versatile; it's used in scientific fields, finance, and even in making movies and video games ๐Ÿงช๐Ÿ’ฐ๐ŸŽฌ๐ŸŽฎ

- It can run on different platforms like Windows, macOS, Linux, and even Raspberry Pi ๐Ÿ–ฅ๏ธ๐Ÿ๐Ÿง๐Ÿ“

- Python has many libraries and frameworks that help speed up the development process for web applications, machine learning, and more ๐Ÿ› ๏ธ๐Ÿš€

Python Resources: t.me/pythonresourcestp
๐Ÿ‘1
Being a "real" data scientist isn't about:

- Your degrees
- Knowing every algorithm
- Building complex models

It's about:

- Solving real problems
- Using the right tool (sometimes it's SQL!)
- Delivering actual value

Data Science Resources: t.me/datascienceresourcestp
๐Ÿ‘1
Top 10 Computer Vision Project Ideas
1. Edge Detection
2. Photo Sketching
3. Detecting Contours
4. Collage Mosaic Generator
5. Barcode and QR Code Scanner
6. Face Detection
7. Blur the Face
8. Image Segmentation
9. Human Counting with OpenCV
10. Colour Detection
More Resources: t.me/AIResourcesTP
๐—ง๐—ผ๐—ฝ ๐Ÿญ๐Ÿฑ ๐—š๐—ฎ๐—บ๐—ฒ ๐——๐—ฒ๐˜ƒ ๐—Ÿ๐—ฎ๐—ป๐—ด๐˜‚๐—ฎ๐—ด๐—ฒ๐˜€
1. C++: AAA games (Unreal)
2. C#: Unity, indie game
3. JavaScript: Web game
4. Java: Android game
5. Python: Prototypes (Pygame)
6. Lua: Scripting (Roblox)
7. Swift: iOS games
8. Objective-C: Legacy iOS/macOS
9. Rust: System-level (Amethyst)
10. Go: Multiplayer servers
11. HTML5 + JS: Simple 2D games
12. Kotlin: Android apps
13. Haxe: Cross-platform 2D
14. TypeScript: Scalable web games
15. Ruby: Lightweight 2D games
More Resources: t.me/techpsyche