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Claude Opus 4 and Claude Sonnet 4 just released.

Both Claude 4 models are state-of-the-art on SWE-bench Verified, which measures how models solve real software issues.

Claude Opus 4 can work continuously for hours on complex, long-running tasksβ€”significantly expanding what AI agents can do.

πŸ”† t.me/techpsyche
Both Claude 4 models are available today for all paid plans. Additionally, Claude Sonnet 4 is available on the free plan.

πŸ”† t.me/techpsyche
Forwarded from Python Resources TP
Best way to prepare for Python interviews πŸ‘‡πŸ‘‡

1. Fundamentals: Strengthen your understanding of Python basics, including data types, control structures, functions, and object-oriented programming concepts.

2. Data Structures and Algorithms: Familiarize yourself with common data structures (lists, dictionaries, sets, etc.) and algorithms. Practice solving coding problems on platforms like LeetCode or HackerRank.

3. Problem Solving: Develop problem-solving skills by working on real-world scenarios. Understand how to approach and solve problems efficiently using Python.

4. Libraries and Frameworks: Be well-versed in popular Python libraries and frameworks relevant to the job, such as NumPy, Pandas, Flask, or Django. Demonstrate your ability to apply these tools in practical situations.

5. Web Development (if applicable): If the position involves web development, understand web frameworks like Flask or Django. Be ready to discuss your experience in building web applications using Python.

6. Database Knowledge: Have a solid understanding of working with databases in Python. Know how to interact with databases using SQLAlchemy or Django ORM.

7. Testing and Debugging: Showcase your proficiency in writing unit tests and debugging code. Understand testing frameworks like pytest and debugging tools available in Python.

8. Version Control: Familiarize yourself with version control systems, particularly Git, and demonstrate your ability to collaborate on projects using Git.

9. Projects: Showcase relevant projects in your portfolio. Discuss the challenges you faced, solutions you implemented, and the impact of your work.

10. Soft Skills: Highlight your communication and collaboration skills. Be ready to explain your thought process and decision-making during technical discussions.

10 Ways to Speed Up Your Python Code
https://t.me/pythonresourcestp/73

Python Free Course(University Of Waterloo)
https://open.cs.uwaterloo.ca/python-from-scratch/

Websites to Practice Python
https://t.me/pythonresourcestp/76

Libraries for Data Science in Python
https://t.me/pythonresourcestp/66
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Forwarded from Python Resources TP
Python from scratch by University of Waterloo

0. Introduction
1. First steps
2. Built-in functions
3. Storing and using information
4. Creating functions
5. Booleans
6. Branching
7. Building better programs
8. Iteration using while
9. Storing elements in a sequence
10. Iteration using for
11. Bundling information into objects
12. Structuring data
13. Recursion

Link: https://open.cs.uwaterloo.ca/python-from-scratch/

Websites to Practice Python
https://t.me/pythonresourcestp/76

10 Ways to Speed Up Your Python Code
https://t.me/pythonresourcestp/73

Libraries for Data Science in Python
https://t.me/pythonresourcestp/66

Hope you'll like it

Like this post if you need more resources like this πŸ‘β€οΈ

WhatsApp Channel
https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R
πŸ‡ΊπŸ‡Έ Bill Gates: These jobs beat AI, for now

Bill Gates says 3 types of humans still have job security: biologists, energy experts, and programmers. Biologists win because AI can’t form a hypothesis from a hunch or chase weird results down a rabbit hole. Discovery takes instincts β€” not just data. Energy experts stay relevant by solving problems that shift constantly: blackouts, surges, new fuels, changing climate. AI can’t adapt fast enough in real time.

And programmers? They write the code AI runs on. Until AI starts writing flawless code about itself with zero bugs, humans are still in charge. Bonus round: athletes. Gates told Fallon no one pays to watch a robot play cricket, yet.

πŸ”† t.me/techpsyche
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Web Development isn't easy!

It’s the craft of building dynamic, user-friendly websites and applications that bring ideas to life online.

To truly excel in web development, focus on these key areas:

0. Mastering HTML, CSS, and JavaScript: These are the fundamental building blocks of every website. Understand how they work together to create structure, style, and interactivity.

1. Creating Responsive Designs: Learn to make websites that look great on every screen size using techniques like Flexbox, Grid, and media queries.

2. Exploring Frontend Frameworks: Dive into popular frameworks like React, Angular, or Vue to build scalable and maintainable UIs.

3. Understanding Backend Development: Learn server-side programming with Node.js, Django, or other backend technologies to handle logic and data processing.

4. Working with Databases: Get familiar with SQL and NoSQL databases to store and retrieve data efficiently.

5. Building APIs: Master REST and GraphQL to enable seamless communication between your frontend and backend.

6. Ensuring Performance Optimization: Optimize load times, use lazy loading, and write efficient code for better user experiences.

7. Prioritizing Security: Learn to protect your applications from vulnerabilities like SQL injection, XSS, and CSRF.

8. Understanding SEO and Accessibility: Ensure your sites are discoverable by search engines and accessible to all users, including those with disabilities.

9. Staying Updated with Web Trends: Web development evolves rapidlyβ€”stay on top of new frameworks, tools, and best practices.

Web development is a blend of creativity, logic, and constant learning.

Build with curiosity, test often, and always aim for a seamless user experience that leaves a lasting impression.

Web Development Resources πŸ‘‡πŸ‘‡

Intro to HTML and CSS (https://www.udacity.com/course/intro-to-html-and-css--ud001)

Free Javascript Resources (https://t.me/javascriptresourcestp)

Intro to Backend (https://www.udacity.com/course/intro-to-backend--ud171)

Intro to JavaScript (https://www.udacity.com/course/intro-to-javascript--ud803)

Web Developer Roadmap (https://t.me/webdevresourcestp/14)

Web Development for Beginners (http://learn.microsoft.com/training/paths/web-development-101/)

Object-Oriented JavaScript (https://www.udacity.com/course/object-oriented-javascript--ud711)

Join for more free resources. (https://t.me/techpsyche)

ENJOY LEARNING πŸ‘πŸ‘

Follow this WhatsApp Channel for More Resources
https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R
⚑️xAI builds gigawatt AI powerhouse

xAI has made history by deploying 168 Tesla Megapacks into Colossus 2, establishing the world’s first gigawatt-scale AI training supercluster. This self-powered, on-site, and instantaneous system eliminates grid dependency and delays, providing real-time energy for the development of advanced AI.

In contrast, Google continues to sign contracts for solar farms across various states. While these solar farms are clean, they are slower, fragmented, and reliant on the grid. xAI, however, is not waiting for weather conditions. Instead, it is building the future by developing its own batteries, which Tesla provides the power for, and then transforming that power into intelligence.

πŸ”† t.me/techpsyche
It doesn’t matter how small your business or product is β€” what truly matters is that you’ve started. Every big achievement begins with a first step, and along the way, you’ll grow, learn, and evolve. Starting is the most important part of the journey.

πŸ”† t.me/techpsyche
⚠️Do not try this at homeπŸ₯΄
𝟲 π—œπ—•π—  𝗙π—₯π—˜π—˜ π—–π—Όπ˜‚π—Ώπ˜€π—²π˜€ πŸš€πŸ’»

- AI Prompt Engineering
- Python for Data Science
- SQL Relational Database
- Data Science Fundamentals
- Introduction to Cloud
- Machine Learning with Python
 
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πŸŽ‰ Jetpack Navigation 3 - navigation for Compose, written from scratch!

Let's be honest, Jetpack Navigation for Compose was no solution before it had type-safe navigation, but even then there were many questions. Google decided it was time to write a real navigation for Compose. Meet Jetpack Nav 3

Key:
πŸ‘‰ The developer has full control of the back stack
πŸ‘‰ Simpler Integration with Compose
πŸ‘‰ The ability to expand and implement your own navigation on basic components
πŸ‘‰ Animations out of the box
πŸ‘‰ Predictive Back support
πŸ‘‰ Support for adaptive layout
πŸ‘‰ Saving the state of each element of the back stack, including ViewModel
πŸ‘‰ Support for multi-modularity

So far, only the first alpha has been presented and the library still has a way to go, at least to acquire KMP support

πŸ”— More details in the documentation
https://developer.android.com/guide/navigation/navigation-3

🐱 Examples of use on GitHub
https://github.com/android/nav3-recipes

More Android Updates HereπŸ‘‡
https://t.me/mobiledevresourcestp
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60 AI tools to finish hours of work in minutes:

1. Productivity
- AI Research Assistant: otio.ai
- DeepSeek
- HeyGen
- BetterPic

2. Coding
- Replit
- Cursor
- Claude
- o3-mini-high

3. Social Media Management
- Tapilo
- Typefully
- TweetHunter
- Postwise
- Grok

4. Text-to-Image
- Grok
- Flux
- Midjourney
- Microsoft Copilot

5. Copywriting
- Copy AI
- Writesonic
- Adcopy AI
- Jasper AI

6. Website
- Dora
- 10Web
- Durable
- Landingsite

7. Meeting
- Tldv
- Otter
- Noty AI
- Fireflies

8. Resume
- Kickresume
- Resume AI
- Resume Checker
- Careerflow

9. Image to video
- Veo 2
- Kling AI
- Luma dream machine
- Sora

10. Writing
- Jasper
- HIX AI
- Textblaze
- Quillbot
- Grammarly

11. Prompt
- Snack Prompt
- CustomGPT
- PromptBox
- SiteGPT

12. UI/UX
- Figma
- Uizard
- UiMagic
- Photoshop

13. Design
- Canva
- Flair AI
- Designify
- Autodraw
AI Resources Here: t.me/airesourcestp

14. Logo Generator
- Namelix
- Designs AI
- Brandmark
- Stockimg AI

15. Audio
- Lovo AI
- Eleven Labs
- Songburst AI
- Adobe Podcast

13 AI Tools to 10X your Productivity: https://t.me/airesourcestp/94

10 AI Tools to save you Hours: https://t.me/airesourcestp/102

40 Content Creation Tools: https://t.me/airesourcestp/109

ENJOY LEARNING πŸ‘πŸ‘

More Resources Here:
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Elon Musk's xAI announced Live Search in the API

The new beta (free for a limited time) feature allows apps leveraging Grok models to search real-time info from X and the internet, including news

πŸ”† t.me/techpsyche