$FPS
It has successfully formed a double bottom.

$AMD This is the only one among the recent hot stocks that didn’t fall after hours and actually rose, right, Li Na!

How can out-of-sample testing help prevent mistaking chance patterns in historical market data for a lasting edge?
A trading strategy performing well in historical backtests does not mean it can adapt to future markets. To reduce the risk of overfitting, out-of-sample testing is a crucial step in validating a strategy.
First, what is out-of-sample testing?
Simply put, it means dividing historical data into different periods: one portion is used to develop the strategy and adjust its parameters, while another is kept out of the optimization process and used specifically to test how the strategy

There are two single moms—which one should I choose?

#每周来晒 #苹果Q3财报聚焦
AAPL: Can Apple Maintain Its Growth Momentum Despite Rising Costs?
Strong revenue, impressive earnings, and a powerful global ecosystem — but is Apple's next challenge protecting profitability?
Apple remains one of the most influential companies in the global technology industry. Its latest financial performance demonstrates that consumer demand remains resilient, but the company's future growth will depend on more than simply selling additional devices. Investors are now paying closer attention to operating costs, gross margins, artificial intelligence, and the sustainability

This optimization focuses on using memory more efficiently, ensuring an immediate response to frequent interactions, and reducing memory usage by Windows and key applications, with the goal of improving everyday office work and light multitasking on 8GB devices.
Optimizing entry-level devices is commendable, but the advertised figures come from lab tests. What users really care about is whether the update means fewer stutters and reloads.
$BTC

$BTC Took a quick look at the order book this morning, and Bitcoin and Ethereum are still stuck in the same old, tedious back-and-forth.
Bitcoin is currently around 77788, up slightly by 0.17%.
Although the number is in the green, bulls and bears are both testing the waters at this level. The 77k mark is a short-term psychological line in the sand: there doesn’t seem to be enough force to push lower, but even the slightest move upward gets slapped back by sell orders. We still haven’t seen a high-volume bullish candle, which suggests the big players are still watching from the sidelines and d

$BTC 11.4 Bitcoin price trend analysis
Bitcoin is currently in the volatile correction phase of major Wave 2, with two possible scenarios:
1. Yellow line: The decline completes at the current point in the WXY structure, and the main Wave 3 rally begins directly.
2. White line: The current rebound is only Wave X, and a further downward leg in Wave Z is needed to complete the correction.
The smaller timeframe has yet to form an upward trend structure, which is more consistent with a Wave X rebound. Expect continued volatility.
Risk disclaimer: This is only an analysis of market structure and doe

🚀 DROP YOUR TICKERS BELOW! 👇
Who's holding strong, staying bullish, and waiting for the next big move? 🌕
💎 What's the one coin you're refusing to give up on?
Drop your $TICKER, tag your community, and let's hear those conviction plays! 🔥
#Crypto #Memecoins #Altcoins #BullMarket #100xGains #HODL #DYOR

Money never sleeps—reliable passive income while you sleep. Everyone, get moving.

The market is still choppy; you can open a short near 78000 this morning.
Initial targets are 76800-76500, with ETH at 2250-2230.

At 3 a.m. today, the system turned the first page of the next 400 days right on time:
• Today's investment: $400 USDC
• Average execution price: $77,528.30
• BTC added: +0.0051594 #BTC
• Latest holdings: 1.7307 / 3.00 BTC (57.69% of target)
• Overall cost basis: ~$76,039 (continuing to hold firmly above cost basis and stay in the green 📈)

Many people tend to let up after reaching a round-number target, or start eyeing their paper profits and trying to trade the swings.
But for me, 400 days is just a warm-up for a 30-year (10,950-day) marathon. The best way to celebrate a milestone is to

Set up a short trade for IRYS.
Entry 0.02250-0.02300
Stop loss 0.02450
Take profit 0.01970
If the double top is confirmed, this plan is valid.
#USEarningsSeason
$IRYS

ETH Morning Brief｜November 4
After pulling back from a spike, Ethereum has entered consolidation, with the short-term outlook looking range-bound to weak. Price is near intraday support; watch for buying support below and whether a rebound can reclaim overhead resistance.
━━━━━━━━━━━━━━━━
Near-term resistance: 2290—2294
Major resistance: 2297—2303
Overhead resistance: 2303—2308
Key support: 2279—2283
Lower level to watch: 2270—2276
━━━━━━━━━━━━━━━━
Until resistance is reclaimed, watch for rebounds to encounter selling pressure; as long as support has not been decisively broken, avoid chasing s

Lighter now accepts 23 Robinhood Stock Tokens as collateral on Robinhood Chain, including Nvidia, Apple, Microsoft and Tesla plus the SPY and Q ETFs.
12 were added in the latest batch, more than doubling the list.
@Lighter_xyz

$BTC Breaks Downwards From The Green Ascending Triangle Crumbling Below The The 15min 200MA 👀

Nov. 4 Day Session Strategy: Fighting Flares Up, Talks Hit Obstacles, Tensions Run High—Grid Trade at Elevated Levels
Yesterday, we noted in “Night Session Strategy” that during the day on the 3rd, ETH was forming a base amid volatility, with volume on the way up and none on the way down. The Fear Index was 26, indicating extreme fear and a cyclical bottom—buying dips was all that was needed. The night session proved this right, with the price rising from 2250 to a high of 2308, a 58-point move from the low.
After the U.S. military carried out a small-scale strike on Iran in the early hours of