Freeman🌼

In about 4 months , this year will elapse , you can still learn any programming language and be master the basic of it. Let start with python programming. Why python? Python programming language has a clear syntax , and its beginner friendly .

@yotamha1 Claude fix my life , make no mistakes

It's amazing how we went from library to google to "Claude fix this for me please"

@Tc_junior1 @0xTobey Thanks man

@Freemandayly @0xTobey Love this

I built a full end-to-end data engineering pipeline to analyze what the Ethereum blockchain looked like from the inside during the October 10, 2025 crypto crash. Tech stacks PySpark → GCS → BigQuery → dbt → Looker Studio Here's the dashboard and what the data reveals

@chris_onchain Thanks so much . Will definitely make the available

@Freemandayly This is really a good project, I love your execution. It will be cool to see an in-depth tutorial on your process...

@apostleoffin Thanks boss, i appreciate

@Freemandayly Solid Work Freeman Well done

@preciouschigo9 Thanks brother

@Freemandayly Impressive

@Dani247g Thanks

@Freemandayly Damn, this is actually really reassuring to see. Solid work man 👏

@0xTobey Thanks so much Tobe

@Freemandayly Good job mate 👏

Full project : 📊 Live Dashboard: lookerstudio.google.com/u/2/reporting/… GitHub: github.com/Freemandaily/e… Everything is open source and reproducible. Clone it. Run it. Break it. Learn from it.

How I built this: Source : GCP Public Blockchain Dataset (free) Ingestion : PySpark 3.5 on GCP Dataproc Storage : Google Cloud Storage (Parquet) Transform : dbt 1.11 + BigQuery (78 tests passing) Orchestration : Kestra Dashboard : Looker Studio IaC :Terraform

Week 3 of Python Cohort 2.0 was intense. And our students showed up. 🔥 This week, they moved beyond the basics into: - Working with files; CSV, JSON, and real-world data - Data manipulation; Pandas & NumPy for cleaning and transforming data - Data visualization; Matplotlib & Seaborn to tell stories with charts - GitHub; Uploading code, learning to collaborate What stood out: They didn't just watch. They coded along. Asked sharp questions. Pushed through errors. That's how you build. Not by getting it right the first time. By showing up until you do. #Python #DataAnalytics #AnalyticSages #Pandas #Matplotlib #LearnInPublic

@hagaetc @Dune Joining soon

We want Duners to have a significant stake in @Dune. It’s important to us that the people who stay and contribute to Dune’s success over the years have the potential to receive meaningful financial outcomes. When you join Dune you get a competitive new hire grant benchmarked against top quartile in the most competitive talent markets in the US (NYC, SF) no matter where you live. We also add on meaningful refresh grants over time. To reward exceptional performers further, you can receive performance grants every year. The scheme includes a best in class 10-year exercise window for maximum employee flexibility. Below you can see a potential equity journey for a top performer at Dune. In this scenario, at end of year 4, you will have doubled your already strong base equity package. If you are motivated my being in a group of top tier peers where extraordinary ability and effort is rewarded: come join us in our mission to make crypto data accessible we have a bunch of open roles (link below).

@preciouschigo9 Interesting

🔶Right now, cryptocurrencies like Bitcoin and Ethereum use security systems that are strong today. But in the future, powerful computers called quantum computers may be able to break that security. If that happens, hackers could: ❌Access people’s wallets ❌Steal private keys ❌Take funds easily @SoundnessLabs is trying to prevent that problem before it ever happens by creating a new type of security that even quantum computers won’t be able to break. This type of protection is called Post-Quantum security, meaning security designed for a future where quantum computers exist. Their solution lets you upgrade your wallet security to a stronger, future-proof (quantum-safe) version. And the best part is: ✅You don’t need to change your wallet address ✅The network doesn’t need a major upgrade (hard fork) ✅Everything keeps working without any interruption (no downtime) 👉 In short: You become more secure without anything breaking or changing on your side, which is rare because most upgrades usually cause problems or require starting over. 🔗 PQ-Chain (their main technology) they created a system that gives you one identity that works across many blockchains. That means: 1️⃣You don’t need separate identities for different chains 2️⃣You can use the same secure identity everywhere You don’t need risky tools like bridges or wrapped tokens 👉 In simple terms: One safe identity you can use on many blockchains without extra stress. 🔄 Hybrid signing (very important) They don’t force you to switch immediately. Instead, they allow: 1️⃣The old security system (what crypto uses now) And the new quantum-safe security to work together at the same time. 👉 In simple terms: You can gradually upgrade your security, instead of changing everything at once and risking problems. @SoundnessLabs

Arbitrage trading is the new meta now 😉 HollowScan is a powerful mobile arbitrage tool (SaaS) that helps users discover underpriced products across multiple regions (US, UK, Canada) for resale profit. Google PlayStore ➛ hollowscan.com/android and Apple Store ➛ hollowscan.com/ios

@tallyxyz scary .Never expect this

@yulesa Definitely checking it out

Tiders: An Open-Source Framework for Pipelines 1/ Blockchain data is growing faster, volume and complexity of data have exploded. Legacy indexing tools can’t keep up. Tiders is a flexible and developer-friendly framework, in Python with Rust backend, supporting EVM and Solana.