Algovibes

@UC87aeHqMrlR6ED0w2SVi5nw - 133K subscribers

Welcome! This channel explores Python, Data Science, and quantitative techniques applied to Finance, Crypto, Trading, and Machine Learning. I share practical, hands-on coding tutorials, portfolio ideas, trading models, and real-world data workflows — all designed to help you build strong analytical and technical skills. I love building a curious, thoughtful community. Feel free to share your insights, questions, or constructive thoughts in the comments. ⚠️ Not financial advice. Videos on trading, crypto, and portfolios are demonstrations of programmatic approaches. Always trade at your own risk. If you’re looking for deeper guidance or personal help, I also offer private 1-on-1 sessions. 💡 Want notebooks and extra perks? Click JOIN to support the channel and access members-only benefits.

Home Videos Live Playlists

I Tested 1,000,000 Day-Trading Strategies. Here’s What Survived.

I Tested 1,000,000 Day-Trading Strategies. Here’s What Survived. Algovibes

1.2K views - 2 days ago

I Tested 1,856 ML Trading Strategies. The Results Were Brutal.

I Tested 1,856 ML Trading Strategies. The Results Were Brutal. Algovibes

2.2K views - 4 days ago

Why Trading YouTube Needs You to Lose

Why Trading YouTube Needs You to Lose Algovibes

821 views - 1 week ago

I Built a 9 Million Bar Stock Database (AI Kept Breaking It)

I Built a 9 Million Bar Stock Database (AI Kept Breaking It) Algovibes

3K views - 1 week ago

She Says Trendlines Made Her $500K. So I Tested It.

She Says Trendlines Made Her $500K. So I Tested It. Algovibes

3.4K views - 1 week ago

I Backtested 5,679 Bitcoin Candlestick Trading Strategies. Here is the Data.

I Backtested 5,679 Bitcoin Candlestick Trading Strategies. Here is the Data. Algovibes

1.1K views - 2 weeks ago

How to Fact-Check Any YouTube Trading Guru in 3 Steps

How to Fact-Check Any YouTube Trading Guru in 3 Steps Algovibes

1.1K views - 3 weeks ago

I tried to prove AI trading is BS and it backfired

I tried to prove AI trading is BS and it backfired Algovibes

5.8K views - 3 weeks ago

I Tested 100,000 Trading Strategies on 1,000 Stocks

I Tested 100,000 Trading Strategies on 1,000 Stocks Algovibes

5K views - 3 weeks ago

I Built a Tool That Tells You If Your Trading Strategy Actually Works

I Built a Tool That Tells You If Your Trading Strategy Actually Works Algovibes

2.4K views - 1 month ago

I Tested 350,000 Bitcoin Strategies. 4 Survived.

I Tested 350,000 Bitcoin Strategies. 4 Survived. Algovibes

5.3K views - 1 month ago

Mean Reversion: The Math Behind the Market Magnet

Mean Reversion: The Math Behind the Market Magnet Algovibes

4K views - 1 month ago

How to learn Applied Finance in Python

How to learn Applied Finance in Python Algovibes

1.7K views - 1 month ago

I Tested 100,000 Trading Strategies.

I Tested 100,000 Trading Strategies. Algovibes

57K views - 1 month ago

How to learn Python for finance

How to learn Python for finance Algovibes

1.8K views - 1 month ago

I Tested This “$10,000/Month” Scalping Strategy

I Tested This “$10,000/Month” Scalping Strategy Algovibes

2.6K views - 1 month ago

I Backtested a Pairs Trading Strategy… Does It Actually Work?

I Backtested a Pairs Trading Strategy… Does It Actually Work? Algovibes

3.8K views - 2 months ago

Is Quant Finance Worth Learning?

Is Quant Finance Worth Learning? Algovibes

4.6K views - 3 months ago

I’ll Put $1 Into an AI Trading Bot For Every View This Gets

I’ll Put $1 Into an AI Trading Bot For Every View This Gets Algovibes

2.1K views - 3 months ago

I Built the Viral Claude Code Trading Strategy Properly — Watch What Happens

I Built the Viral Claude Code Trading Strategy Properly — Watch What Happens Algovibes

8.3K views - 3 months ago

I Tested the Viral Claude Code Trading Strategy — It's WAY Worse Than I Thought

I Tested the Viral Claude Code Trading Strategy — It's WAY Worse Than I Thought Algovibes

21K views - 3 months ago

233% Return. 2 Trades. Something Doesn't Add Up.

233% Return. 2 Trades. Something Doesn't Add Up. Algovibes

2.3K views - 3 months ago

AI Is About to Take Over Finance

AI Is About to Take Over Finance Algovibes

1.1K views - 3 months ago

I Ranked Trading Strategies (Most Are Garbage)

I Ranked Trading Strategies (Most Are Garbage) Algovibes

4.4K views - 3 months ago

You’re Not Bad at Trading. You’re Misunderstanding Statistics.

You’re Not Bad at Trading. You’re Misunderstanding Statistics. Algovibes

2.8K views - 4 months ago

Is Python Already Too Late in 2026?

Is Python Already Too Late in 2026? Algovibes

2.3K views - 4 months ago

Buying Yesterday’s Biggest Stock Move (Does It Work?)

Buying Yesterday’s Biggest Stock Move (Does It Work?) Algovibes

1.5K views - 4 months ago

Data Trader’s “Best 5-Minute Scalping Strategy Ever” — Tested

Data Trader’s “Best 5-Minute Scalping Strategy Ever” — Tested Algovibes

2.2K views - 5 months ago

Backtests Too Slow? Fix Your Data Layer with Parquet + DuckDB

Backtests Too Slow? Fix Your Data Layer with Parquet + DuckDB Algovibes

1.6K views - 5 months ago

Wikipedia Ticker Code Broken? Here’s the Fix (Python)

Wikipedia Ticker Code Broken? Here’s the Fix (Python) Algovibes

570 views - 5 months ago

Backtesting the ‘$1,000 a Day Trading’ Box Strategy in Python

Backtesting the ‘$1,000 a Day Trading’ Box Strategy in Python Algovibes

3K views - 5 months ago

Polymarket API with Python [COMPLETE WALKTHROUGH]

Polymarket API with Python [COMPLETE WALKTHROUGH] Algovibes

3.9K views - 5 months ago

Candlestick Patterns Are Easy to Sell — Hard to Test — So I Built This

Candlestick Patterns Are Easy to Sell — Hard to Test — So I Built This Algovibes

1.7K views - 5 months ago

I Tested One Simple Trading Rule Across Markets

I Tested One Simple Trading Rule Across Markets Algovibes

1.7K views - 6 months ago

You’re Asking the Wrong Portfolio Question

You’re Asking the Wrong Portfolio Question Algovibes

678 views - 6 months ago

Live Crypto Market Screener in Python — Filtering Noise in Real Time

Live Crypto Market Screener in Python — Filtering Noise in Real Time Algovibes

1.2K views - 6 months ago

Why Trading Strategies Behaved So Differently in 2025

Why Trading Strategies Behaved So Differently in 2025 Algovibes

1.2K views - 6 months ago

You’re Probably Overestimating Your Python Skills

You’re Probably Overestimating Your Python Skills Algovibes

775 views - 6 months ago

The Sharpe Ratio Is Lying to You (Sharpe Optimization in Python)

The Sharpe Ratio Is Lying to You (Sharpe Optimization in Python) Algovibes

1.3K views - 6 months ago

I Tried the Famous ‘Free Money’ Crypto Strategy — Here’s the Truth

I Tried the Famous ‘Free Money’ Crypto Strategy — Here’s the Truth Algovibes

2.2K views - 7 months ago

I Rebuilt the MSCI World From Scratch — The Results Are Wild

I Rebuilt the MSCI World From Scratch — The Results Are Wild Algovibes

1.3K views - 7 months ago

This Stock Market Destroyed All Others (2020–2025)

This Stock Market Destroyed All Others (2020–2025) Algovibes

752 views - 7 months ago

This Stupidly Simple ETH Strategy Should Not Work… But It Does

This Stupidly Simple ETH Strategy Should Not Work… But It Does Algovibes

2.3K views - 7 months ago

I Pulled LIVE MEMECOIN Prices Directly From Solana — No API Key 🤯

I Pulled LIVE MEMECOIN Prices Directly From Solana — No API Key 🤯 Algovibes

1.4K views - 8 months ago

When the S&P 500 Actually Makes Money (It’s Not During the Day)

When the S&P 500 Actually Makes Money (It’s Not During the Day) Algovibes

2.3K views - 8 months ago

My Python Crypto Trading Bot Course Is Live – Limited-Time Launch Offer

My Python Crypto Trading Bot Course Is Live – Limited-Time Launch Offer Algovibes

2.1K views - 9 months ago

Run an Automated Trading Bot 24/7 on AWS EC2 for FREE! $100 Credits + Binance Demo

Run an Automated Trading Bot 24/7 on AWS EC2 for FREE! $100 Credits + Binance Demo Algovibes

7.9K views - 10 months ago

Volatility Targeting vs Buy & Hold: Python Backtest Reveals the Truth

Volatility Targeting vs Buy & Hold: Python Backtest Reveals the Truth Algovibes

4.4K views - 10 months ago

💥 Backtest a Real Ethereum Reversal Strategy in Python (Hourly, 2025)

💥 Backtest a Real Ethereum Reversal Strategy in Python (Hourly, 2025) Algovibes

4.7K views - 11 months ago

Code a Python GBM Stock Simulation: Wall Street’s Model (2025)

Code a Python GBM Stock Simulation: Wall Street’s Model (2025) Algovibes

3.4K views - 11 months ago

How I’d Learn Quant Finance in 2025 (If I Had to Start Over)

How I’d Learn Quant Finance in 2025 (If I Had to Start Over) Algovibes

3.7K views - 11 months ago

3 Python Hacks to 5x Your Finance Code in 2025

3 Python Hacks to 5x Your Finance Code in 2025 Algovibes

3K views - 1 year ago

Think You’re Ready for a Quant Job? Take My Quiz!

Think You’re Ready for a Quant Job? Take My Quiz! Algovibes

1.1K views - 1 year ago

Decode Bitcoin’s Volatility Smile with Python in 10 Min

Decode Bitcoin’s Volatility Smile with Python in 10 Min Algovibes

1.7K views - 1 year ago

Beat S&P 500 with This Python Trading Strategy (2025)

Beat S&P 500 with This Python Trading Strategy (2025) Algovibes

4K views - 1 year ago

People Are Falling for This Crypto Scam – Don’t Be One of Them

People Are Falling for This Crypto Scam – Don’t Be One of Them Algovibes

1.3K views - 1 year ago

$206M from Skipping iPhones? Python Backtest Reveals Truth

$206M from Skipping iPhones? Python Backtest Reveals Truth Algovibes

2.4K views - 1 year ago

Binance Triangular Arbitrage in Python: Profit or Myth?

Binance Triangular Arbitrage in Python: Profit or Myth? Algovibes

8.8K views - 1 year ago

Code a Live Binance Arbitrage Bot in Python (2025)

Code a Live Binance Arbitrage Bot in Python (2025) Algovibes

18K views - 1 year ago

I Just Launched My Options Trading Course (Python + Real Market Data)

I Just Launched My Options Trading Course (Python + Real Market Data) Algovibes

2.5K views - 1 year ago