Tech Psyche . Updates . Tech Tips & Tricks . Programming , Tech Course
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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

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Control brightness with hands using Python ๐Ÿ‘‡๐Ÿ‘‡

Code Here
https://t.me/pythonresourcestp/91?single
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๐Ÿ”ฐWhat is CTF? ๐Ÿ”ฐ

CTF (Capture The Flag) is a kind of information security competition that challenges contestants to solve a variety of tasks ranging from a scavenger hunt on wikipedia to basic programming exercises, to hacking your way into a server to steal data. In these challenges, the contestant is usually asked to find a specific piece of text that may be hidden on the server or behind a webpage. This goal is called the flag, hence the name! Like many competitions, the skill level for CTFs varies between the events. Some are targeted towards professionals with experience operating on cyber security teams. These typically offer a large cash reward and can be held at a specific physical location.

How to Solve CTF: https://t.me/zerotrusthackers/76
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Python + AI Entrepreneurship Roadmap

Stage 1 โ€“ Identify AI Opportunity (Solve Real-World Problems)
Stage 2 โ€“ Build Python/AI Skills (ML, Deep Learning)
Stage 3 โ€“ Design AI Product (Prototyping with Flask/TensorFlow)
Stage 4 โ€“ Validate AI Model (Data Collection & Training)
Stage 5 โ€“ Build MVP (Deploy AI App)
Stage 6 โ€“ Secure Funding (Pitch to Investors)
Stage 7 โ€“ Marketing & Growth (AI-Driven Campaigns)
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โœ… Difference Between USDT and USDC 

USDT (Tether) and USDC (USD Coin) are both stablecoins pegged to the US Dollar. Here's how they differ: 

1๏ธโƒฃ Issuers and Backing 
- USDT: Issued by Tether Limited, backed by reserves including cash and other assets. Questions about transparency exist. 
- USDC: Issued by Circle in partnership with Coinbase, backed by cash and US Treasury bonds with regular audits. 

2๏ธโƒฃ Transparency 
- USDT: Less transparent; faced scrutiny over reserve accuracy. 
- USDC: More transparent; undergoes monthly third-party audits. 

3๏ธโƒฃ Regulatory Compliance 
- USDT: Operates with fewer regulatory commitments. 
- USDC: Adheres to U.S. financial regulations, trusted by institutions.

4๏ธโƒฃ Use Cases 
- USDT: Popular for trading due to high liquidity. 
- USDC: Preferred for DeFi, payments, and applications needing transparency. 

5๏ธโƒฃ Adoption 
- USDT: Most traded stablecoin globally. 
- USDC: Growing in popularity, especially among institutions. 

6๏ธโƒฃ Blockchain Support 
- USDT: Available on multiple blockchains like Ethereum, Tron, Solana, and more. 
- USDC: Also supports multiple blockchains but slightly less widespread. 

๐Ÿ’ก Conclusion: 
- Use USDT for liquidity and trading volume. 
- Use USDC for transparency, compliance, and institutional trust. 

More Crypto Resources Here: https://t.me/techpsyche
โœ…Cryptocurrency Mining

โ–ถ๏ธBefore transactions are stored on the blockchain, they need to be verified. The blockchain network also has to be maintained. And more importantly, new cryptocurrencies are to be created from time to time. These tasks are carried out by a group of people called โ€œminers.โ€

โ–ถ๏ธCryptocurrency mining is the process of validating crypto transactions and then adding them to the network in exchange for crypto rewards. To validate Bitcoin transactions, for instance, miners have to solve complex mathematical questions using powerful computers. This is called the Proof-of-Work (PoW) consensus. Solving these equations involves powerful computers and energy, making the PoW an expensive endeavor.
โžก๏ธBitcoin miners who successfully solve the problems are allowed to add blocks of verified transactions into the blockchain. These miners are paid a reward of 6.25 Bitcoins (about $262K) for their trouble.

โ–ถ๏ธOther cryptocurrencies, like Solana and Cardano, use a Proof-of-Stake (PoS) consensus, where miners secure and maintain the network by โ€œstakingโ€ their coins. PoS consensus attributes mining power based on the proportion of coins staked or held by the miner.

Difference Between USDT and USDC: https://t.me/techpsyche/662

More Crypto Resources Here:
https://whatsapp.com/channel/0029VajB00n0LKZ7cSloGR1M
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Data analytics is a must-have skill in todayโ€™s digital era, and Google offers exceptional free courses to help you excel

- Google Analytics Certification
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Top IDEs and Editors Used ๐Ÿ‘จ๐Ÿปโ€๐Ÿ’ป๐Ÿ“๐Ÿ’ก

1. ๐Ÿ’ป VSCode (54% Usage)
2. ๐Ÿš€ IntelliJ IDEA (34% Usage)
3. ๐Ÿ›  Visual Studio (31% Usage)
4. ๐Ÿ–Š Vim (11% Usage)
5. ๐ŸŒ˜ Eclipse (9% Usage)
6. ๐Ÿ“œ Sublime Text (5.5% Usage)
7. ๐Ÿ PyCharm (5% Usage)
8. ๐Ÿ Xcode (4% Usage)
9. ๐Ÿ“ฑ Android Studio (3% Usage)
10. ๐ŸŒ NetBeans (2% Usage)
11. โš™๏ธ Atom (2% Usage)
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Here are the lectures included in this course:

Lecture 0 - Scratch
Lecture 1 - C
Lecture 2 - Arrays
Lecture 3 - Algorithms
Lecture 4 - Memory
Lecture 5 - Data Structures
Lecture 6 - Python
Lecture 7 - SQL
Lecture 8 - HTML, CSS, JavaScript
Lecture 9 - Flask
Lecture 10 - Emoji
Cybersecurity

Link: https://www.freecodecamp.org/news/harvard-university-cs50-computer-science-course-2023/

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More Resources Here
https://whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R