o.deniz korkmaz

[Akanksha @Akankshaku46881]

🚀Still using Claude just for simple chats? You're barely scratching the surface. 🤯

From coding and deep research to automation, presentations, and team collaboration, these 25 use cases show how powerful Claude can be.

Save this post—you'll thank yourself later. 🔖

#ClaudeAI

[HaseebBadar_Stocks @hb_stocks]

Mark Minervini studied the biggest stock market winners in history.

Almost all of them — around 99% — did the exact same thing before they took off.

And it's the opposite of what most traders do.

Here's the 7-point checklist every one of them passed ↓

[ᗩshhh🇬🇧 @1yoursashh]

Most people use AI.

Few understand what powers it.

Behind every recommendation, chatbot, fraud detector, and self-driving system are algorithms doing the heavy lifting.

Here are some of the most important ones:

→ Linear Regression
→ Logistic Regression
→ Random Forest
→ XGBoost
→ K-Means Clustering
→ PCA
→ Support Vector Machines
→ Neural Networks
→ CNNs
→ RNNs
→ LSTMs
→ Transformers
→ GANs
→ Reinforcement Learning
→ Deep Q-Networks

You don't need to master all 30 algorithms.

But knowing:

✓ What they do
✓ When to use them
✓ Their strengths and limitations

can make you a far better Data Scientist, ML Engineer, or AI Professional.

The best AI practitioners aren't the ones who memorize algorithms.

They're the ones who know which tool fits the problem.

Which AI algorithm has been most useful in your work?

👇 Drop it in the comments.

Cc : Author

[İstanbul Bekliyor @istbekliyor2]

Erişim engeli ihtimaline karşı ikinci hesabımı tekrardan paylaşıyorum, desteklerinizi bekliyorum.

[Özgür Özel @eczozgurozel]

Ben size iktidara gül bahçesinden geçerek gitmeyi vadetmiyorum.

Ben size acıya katlanmayı ama teslim olmamayı vadediyorum.

Ben size onur, haysiyet, cesaret ve mücadele vadediyorum!

[Çiğdem ÜNAL @Baskanhanm58]

@kilicdarogluk CHP Genel Başkanı Özgür Özel'dir

[Muhalif Kalem @muhalfkalem]

Bugün Kemal Kılıçdaroğlu’nun paylaştığı video sonrası üşenmedim; tek tek CHP milletvekillerinin sosyal medya hesaplarına girip paylaşımlarını inceledim.

Yapılan paylaşımlar ve verilen tepkiler sonucunda benim gördüğüm tablo net şekilde şöyle:

102 milletvekili mevcut yönetimin yanında yer alıyor. Özgür Özel ile birlikte sayı 103’e çıkıyor.

12 kişi hakkında ise net bir kanaate varamadım. Çünkü bazıları sosyal medyayı aktif kullanmıyor, bazıları ise adeta sessizliğe bürünmüş durumda.

23 kişi ise hem bugünkü paylaşımı RT ederek hem de daha önceki açıklama ve paylaşımlarıyla çok net şekilde Kemal Kılıçdaroğlu tarafında saf tutuyor.

Buyurun, detaylı liste görselde.

[Francesca Albanese, UN Special Rapporteur oPt @FranceskAlbs]

BREAKING! US court ha suspended the US sanctions against me!
As the judge says: "Protecting the Freedom of speech is always just the public interest".
Thanks to my daughter and my husband for stepping up to defend me, and everyone who has helped so far.

Together we are One.

[SumitM @SumitM_X]

As a backend engineer.

Please learn:

- SOLID design principles
- Multithreading
- Immutability
- Streaming , messaging
- Caching
- Security - SSL, JWT, OAuth
- factory, decorator, singleton, obeservable design patterns
- TDD

All very important topics .

[World of Science @Science_TechTV]

The most important equations in Physics and Mathematics 🧠

[Simon Dixon @SimonDixonTwitt]

@PalantirTech Trust me bro.

No thanks.

We saw what you did in Gaza.

We know what you want to bring home.

[Ajit kumar @ajitcodes]

Learn AI for free directly from top companies.

1 - Anthropic:
https://t.co/1M15GC7cOY

2 - Google:
https://t.co/AIkLM6XjVL

3 - Meta:
https://t.co/UWdSCK5daz

4 - NVIDIA:
https://t.co/B458g8uF1u

5 - Microsoft:
https://t.co/UChXyK2ZQh

6 - OpenAI:
https://t.co/Do088drBz6

7 - IBM:
https://t.co/4XKRjVNMKA

8 - AWS:
https://t.co/36WQ7H0vfT

9 - https://t.co/saSYDpvXFf:
https://t.co/mtt2yYxm6a

10 - Hugging Face:
https://t.co/YYHwWDpwPF

👇Comment "Learning" if you find this helpful.

Repost so others can take help.

Must bookmark for future reference.

[Mustafa @oprydai]

study calculus. seriously.

not because it’s “academic” but because it rewires how you see the world.

• limits → teach you how things behave at the edge
• derivatives → measure change, motion, growth
• integrals → accumulation, area, total effect
• differential equations → how real systems evolve over time

once you see the world in rates of change and accumulation, everything looks different. physics makes sense. control theory makes sense. even economics starts clicking.

and don’t wait for a classroom to save you.

• pick a textbook
• watch lectures
• solve problems by hand
• struggle alone until it hurts

self learning is slow at first. then it compounds.

no one is coming to structure your mind for you.

[Alex Armstrong @Alexarmstrong]

There is a plan for this war and it’s working out exactly as America wants it to. Trumps post tonight is yet more proof of it.

The prevailing narrative is that America doesn’t know what it’s doing. That argument is BS.

This isn’t about Iran. America is resetting the global order and moving forward quickly with the Greater North America plan.

It is the end of globalism as we know it.

1. Middle East
- Iran is now choking the strait (tolls, threats) causing Middle Eastern oil to become less desirable (not a reliable source). Ramifications of the war will continue for years. Iran has attacked other Middle Eastern powers, now all on edge and openly aggressive. Iran weakened enough it can’t get nukes, but not enough it can’t cause serious problems. Continued chaos in the Strait for the foreseeable, bad for oil business in the Middle East (see oil leaders mtg Trump). Great for American oil.

2. Europe
- As energy crisis hits, Europe becomes more reliant on American oil and gas (due to above), good leverage for negotiations and long term debt ceiling (initially a worry) as europe is forced to buy more US debt if it wants energy deals. Ukraine war good long term as it knocks out Russia as energy supplier to Europe and keeps Russians weakened in attrition. Who does Europe turn to for oil? Only supplier left is America who now controls one of the largest oil producers in the world, Venezuela.

3. China
- America is in a serious trade/tariff war with China, its biggest rising global threat. 45% of China’s oil comes from the strait. Venezuela’s largest oil buyer was China (50%-80%). Who now has the upper hand in that negotiation? Mid-term, China has to play USA’s game.

4. Greenland
- NATO allies predictably failed to help, proves Trumps point they can’t be relied upon protect Greenland (take UK battleship already out of commission as an example) - don’t forget allies were all briefed that the war in Iran was coming, they walked into the trap. UK is a prime example, ask why so much focus from Trump on its failure to help? Because it’s a massive European power and the “special relationship” is a symbolic target.

5. South America (separate from Iran war but part of the same plan)
- USA has already begun working on removing enemies and anti-US regimes. See recent Shield of America’s mtg, financial support for Argentina, Venezuela and threats to Cuba. USA is securing is back garden and forcing China out permanently.

If you think all of that looks like America losing, then you’ll hate to see what winning looks like.

Their plan is working. This is the Greater North America project is in full swing, it’s part of a massive reset of the global order.

[Joe Kent @joekent16jan19]

Unfortunately leaving NATO won’t be to avoid foreign entanglements, we’ll be leaving NATO so we can side with Israel when Turkey & Israel eventually clash in Syria.

This is after we helped topple the secular Syrian gov & installed a former AQ/ISIS leader as president.

Time to stop playing arsonist & fireman in the Middle East, it’s just not worth it.

[Movez @0xMovez]

This 1 hour lecture on "Probability Theory" from MIT will teach you more about prediction markets than 2 month internship at at a Wall Street Quant firm.

Bookmark this & give it 1 hour today, no matter what. It’s the most productive start you can give your week. Then read post below.

[Math Hub @mathhub_vn]

Graph - Area

[divyansh tiwari @DivyanshT91162]

15 blogs every engineer should bookmark:

1. Uber Engineering: https://t.co/JnATTUTCCZ…

2. Airbnb Tech Blog: https://t.co/UhLdAoSdTg

3. OpenAI Engineering: https://t.co/GAKA8S0I5X…

4. AWS Architecture: https://t.co/UdSAiT6P0K…

5. Netflix TechBlog: https://t.co/Pz84SkZSgm

6. Discord Engineering: https://t.co/bo6tRrupml…

7. Anthropic Engineering: https://t.co/bvYKyYYD23

8. NVIDIA Developer: https://t.co/XXYqNXn8kp

9. Slack Engineering: https://t.co/GjI42ucUBt

10. Cloudflare Blog: https://t.co/YOYIkiLjFE

11. Figma Tech Blog: https://t.co/N5iVz1sCaD…

12. Shopify Engineering: https://t.co/WRGDJ9nsg3

13. Stripe Engineering: https://t.co/wH7PTQTRi8…

14. Microsoft Engineering: https://t.co/yj5eU2xCkI…

15. GitHub Engineering: https://t.co/6gpELu8sNj

These blogs = real-world engineering lessons (not theory).

Which ones did I miss?

🔖 Save this
🤝 Follow @DivyanshT91162 for more
📷 Repost to help others grow 🚀

[Şirin Baba @smurfypappa]

Fibonacci ve Elliot Dalgaları hakkında her şey.

Çok uğraştım bu tablo için.

Umarım herkese faydası dokunur.

[Elon Musk @elonmusk]

We still don’t know what kind of ice cream Reid Hoffman told Epstein he was “bringing for the girls”.

I guess some things will always remain a mystery 🤷‍♂️