Trading

·Jan 31, 2026

From GARCH to Orderbook ML: Building a 10-Second Volatility Radar (Final Part)

·Jan 17, 2026

Order Books & Volatility: Part 1—Reality Check

CRYPTO ANALYSIS

Weekly Crypto Recap: Severe Crash as Global Sell-Off Hits Markets

·Feb 11, 2026

Weekly Crypto Recap: Macro Panic Sell-Off

·Feb 3, 2026

Weekly Crypto Recap Jan 19–26, 2026: Bitcoin Pullback

·Jan 29, 2026

TRADING STRATEGIES

Martingale vs Grid Trading: Risk, Math, and Control

·Jan 27, 2026

Data Fights Back: Bitget Radar Fails (Part 2)

Directional Change Trading: Event-Based Regime Signals

·Jan 16, 2026

Hot Topic

GOLD OR BITCOIN? PORTFOLIO POSITIONING IN EARLY 2026

·Feb 13, 2026

Bitcoin as a Monetary & Settlement System: Digital Sound Money, Finality, and Lightning Scaling

·Feb 9, 2026

What Happens If a Bitcoin Custodian Fails? Liquidity, ETFs & Self-Custody Risk

·Feb 9, 2026

TOP GROW

NEW

From GARCH to Orderbook ML: Building a 10-Second Volatility Radar (Final Part)

In this final part, we move from classic GARCH to modern machine learning on Binance orderbook data. We compare GARCH’s volatility forecasts with tree-based models like XGBoost and LightGBM and explain the core mechanisms behind

·Jan 17, 2026

Data Fights Back: Bitget Radar Fails (Part 2)

Cross-exchange volatility prediction sounded smart. In practice, dirty websockets, thin history, and unstable labels drove heavy overfitting on Bitget.

From GARCH to Orderbook ML: Building a 10-Second Volatility Radar (Final Part)

·Jan 17, 2026

Data Fights Back: Bitget Radar Fails (Part 2)

Cross-exchange volatility prediction sounded smart. In practice, dirty websockets, thin history, and unstable labels drove heavy overfitting on Bitget.

Directional Change Trading: Event-Based Regime Signals

Directional Change (DC) turns prices into turning-point events. Feed DC features into an HMM to detect regime shifts earlier and filter trades.

·Jan 16, 2026

Order Books & Volatility: Part 1—Reality Check

Before using ML for crypto volatility, see why indicators hit a ceiling, how the order book flags liquidity stress, and why PR-AUC matters more than accuracy.

Weekly Recap: Pullback Amid Geopolitical Tensions & Key Economic Releases

Crypto markets eased Jan 5–12 after a strong 2026 kickoff: BTC slipped ~1.5% but held above $90K as investors weighed geopolitics, softer US jobs data, and tariff uncertainty. Sentiment turned neutral, Bitcoin stayed dominant, and ETF/institutional flows plus policy progress remained supportive.

Crypto Market First 2026: Momentum Returns Across Majors

Crypto market first 2026 opens strong as Bitcoin holds near $92K, sentiment turns neutral, inflows rise, and market confidence improves.

·Jan 7, 2026

Crypto Recap Final Week 2025: Holiday Rebound Lifts Bitcoin

Crypto recap final week 2025: Bitcoin held near $89,900 as sentiment improved and institutional demand supported market stability

·Jan 3, 2026

How to Connect Wallet on PERPTools: The First Step to Trading

The 60-second connect wallet step on PERPTools that turns market viewing into execution, enabling secure trading access without moving funds

·Jan 2, 2026

Directional Change Trading: Event-Based Regime Signals

Directional Change (DC) turns prices into turning-point events. Feed DC features into an HMM to detect regime shifts earlier and filter trades.

·Jan 16, 2026

Order Books & Volatility: Part 1—Reality Check

Before using ML for crypto volatility, see why indicators hit a ceiling, how the order book flags liquidity stress, and why PR-AUC matters more than accuracy.

Weekly Recap: Pullback Amid Geopolitical Tensions & Key Economic Releases

Crypto Market First 2026: Momentum Returns Across Majors

Crypto market first 2026 opens strong as Bitcoin holds near $92K, sentiment turns neutral, inflows rise, and market confidence improves.

·Jan 7, 2026

Crypto Recap Final Week 2025: Holiday Rebound Lifts Bitcoin

Crypto recap final week 2025: Bitcoin held near $89,900 as sentiment improved and institutional demand supported market stability

·Jan 3, 2026

How to Connect Wallet on PERPTools: The First Step to Trading

The 60-second connect wallet step on PERPTools that turns market viewing into execution, enabling secure trading access without moving funds