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✳সুপারকোয়ান্ট লার্নিং লাইব্রেরি

ট্রেডিং প্রশ্ন, আরও ভালো প্রমাণ সহ।

স্পষ্ট ব্যাখ্যা। মৌলিক চিত্র। কার্যকরী সরঞ্জাম। কী পরীক্ষা করবেন তা সিদ্ধান্ত নেওয়ার আগে ক্রিপ্টো ট্রেডিং সিস্টেমগুলি কীভাবে কাজ করে তা জানুন।

প্রতিটি গবেষণা দাবির সাথে উৎস সংযুক্তকোনো সংকেত বা লাভের প্রতিশ্রুতি নেই
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✳প্রশ্নটি অনুশীলন করুন।সিদ্ধান্তটি অস্থায়ী রাখুন।
একটি ব্যবহারিক পথ

একটি বাজার শেখা থেকে একটি ধারণা যাচাই করা পর্যন্ত।

প্রতিটি ধাপ পরিদর্শন, লিখে রাখা, গণনা করা বা প্রশ্ন করার জন্য কিছু সুনির্দিষ্ট বিষয় দিয়ে শেষ হয়।

ছয়টি বিষয় পথ

আপনার প্রশ্ন যেখানে শুরু হয় সেখান থেকে শুরু করুন।

পাঠক্রম সিরিজ

একাধিক গাইডের মাধ্যমে একটি প্রশ্ন অনুসরণ করুন।

01 · স্টাডি পাথ

Crypto trading foundations

Markets, order mechanics, perpetual contracts and the language needed to do careful research.

01 / FIELD GUIDE

Cross-Venue Perpetual Radar: Tracking Binance, Bybit, and Hyperliquid Funding & OI Divergence

Analyze cross-venue perpetual futures disparities across Binance, Bybit, and Hyperliquid: funding rate spreads, open interest divergence, and basis arbitrage mechanics.

5 মিনিটের পড়া
02 / FIELD GUIDE

Crypto Perpetual Funding Rates: Read the Sign, Interval and Payment

Learn how crypto perpetual funding changes by venue and interval, calculate signed settlement cash flows, and record funding honestly in research.

8 মিনিটের পড়া
03 / FIELD GUIDE

Crypto Liquidation Heatmaps: How Clusters Form and What They Reveal

Understand how leverage clusters form below and above key price zones, why heatmap estimates differ from exchange books, and how cascade mechanics unfold.

6 মিনিটের পড়া
04 / RESEARCH GUIDE

Crypto Market Sessions: Research a 24/7 Market without Guessing

See what 2018–2025 intraday studies show, convert UTC windows correctly, and test session effects without mistaking activity for liquidity or an edge.

7 মিনিটের পড়া
05 / PRACTICAL EXPLAINER

Crypto Order Types Explained: Market, Limit, Stop and TWAP

Learn what market, limit, stop and TWAP orders control, where fills can fail, and how time-in-force and trigger rules change across crypto venues.

9 মিনিটের পড়া
06 / BEGINNER GUIDE

From Crypto Basics to Perpetual Futures Research: A Beginner Learning Path

A staged path from blockchain basics, custody and wallet safety to orders, perpetual futures, liquidation and evidence-first research, with a checkpoint per stage.

7 মিনিটের পড়া
07 / PRACTICAL EXPLAINER

Crypto Spread, Liquidity and Slippage: Calculate a Market Order's Cost

Calculate a fictional crypto market order across bid and ask levels, separate spread, depth impact and fees, and learn why candles cannot prove a fill.

7 মিনিটের পড়া
08 / CALCULATION GUIDE

Crypto Trading Fees: Maker vs Taker and Round-Trip Cost

Calculate maker and taker crypto fees from partial fills, check today's venue schedule, and keep funding, spread and slippage separate.

8 মিনিটের পড়া
09 / BEGINNER GUIDE

Crypto Trading for Beginners: Learn the Market Before You Build a Plan

A practical beginner's guide to crypto spot and perpetual markets, order execution, a fictional position-size example and an evidence-first practice workflow.

7 মিনিটের পড়া
10 / PRACTICAL EXPLAINER

DEX Swap Quotes vs Perpetual Order Books: How Execution Cost Differs

Compare a swap quote's price impact and slippage tolerance with a perpetual order book's bids, asks and depth, using fictional numbers and an audit checklist.

7 মিনিটের পড়া
11 / FIELD GUIDE

Hyperliquid Whale Tracker: How Position Consensus and Flips Actually Work

Understand how on-chain perpetual whale tracking works on Hyperliquid, why net positioning flips matter, and how to separate recorded ledger facts from speculative noise.

6 মিনিটের পড়া
12 / CALCULATION GUIDE

Long vs Short in Perpetual Futures: P&L Math with Examples

How a long and a short make or lose money on a linear perpetual: return on position vs collateral, fees and funding in the net result, and the break-even move.

8 মিনিটের পড়া
13 / FOUNDATIONAL

Maker Rebates and VIP Fee Tiers: Minimizing Friction in Perp Trading

Calculate maker-taker spreads, post-only order mechanics, fee tier progressions, and the structural impact of execution drag on long-term edge.

5 মিনিটের পড়া
14 / MECHANICS COMPARISON

Mark Price vs Index Price vs Last Price in Crypto

Understand last trade, oracle or index, and mark price in crypto derivatives. Compare Hyperliquid's inputs, reproduce a fictional price gap, and identify the field behind a trigger, valuation or fill.

7 মিনিটের পড়া
15 / FIELD GUIDE

Negative Funding Rate Playbook: Short Squeeze Mechanics in Crypto Perps

Analyze negative funding rates, perpetual discount dynamics, forced short covering cascades, and spot-led recovery setups.

5 মিনিটের পড়া
16 / FIELD GUIDE

Open Interest and Funding: Read Crypto Perp Positioning

What open interest counts, the four price and OI combinations, which side funding shows paying to stay in, and why crowding is context, not a forecast.

7 মিনিটের পড়া
17 / PRACTICAL EXPLAINER

Order Filled vs Transaction Finalized: Pending, Filled, Confirmed and Final in Crypto

Separate an order's lifecycle on a venue from a blockchain transaction's status, and learn which IDs, signatures and timestamps a journal needs to reconcile them.

7 মিনিটের পড়া
18 / SIMULATOR GUIDE

Crypto Paper Trading: What a Simulator Can Teach—and Miss

A practical crypto paper-trading guide to fill models, quote-side P&L, order-state records and the evidence still missing before any live comparison.

8 মিনিটের পড়া
19 / FOUNDATIONAL

Perpetual DEX vs CEX: Execution, Slippage, and Counterparty Risk Comparison

Compare onchain CLOBs and AMMs with centralized venues across latency, gas, MEV, fee schedules, and insolvency risks.

5 মিনিটের পড়া
20 / BEGINNER GUIDE

What Are Perpetual Futures? How Crypto Perps Work

A plain-language definition of crypto perpetual futures: no expiry, collateral, the funding mechanism, mark price and linear P&L, with worked SOL examples.

8 মিনিটের পড়া
21 / PRACTICAL EXPLAINER

Oracle Prices in Perpetual Futures: How Venues Reference Spot and Where Oracle Risk Hides

What an oracle price is, why perpetual venues and DeFi lending need outside references, how oracle feeds fail, and a checklist for naming the price behind a test or stop.

7 মিনিটের পড়া
22 / BEGINNER GUIDE

How to Read Crypto Candlestick Charts: Open, High, Low and Close

Read crypto candle bodies and wicks, calculate an example bar, spot live-bar changes, and turn chart observations into testable rules without guessing the intrabar path.

7 মিনিটের পড়া
23 / COMPARISON GUIDE

Spot vs Perpetual Futures: What Actually Changes When You Trade?

Compare cash-funded crypto spot with perpetual futures through matched exposure, collateral, funding, custody, mark prices and liquidation risk.

9 মিনিটের পড়া
02 · স্টাডি পাথ

Trading styles

Compare holding periods and decision-making methods before choosing a process to study.

01 / OPERATIONS GUIDE

Algorithmic Crypto Trading: From Research Rule to Operating System

See how an algorithmic trading idea moves through data checks, rule validation, risk controls and monitoring—and where a backtest ends.

7 মিনিটের পড়া
02 / PLANNING GUIDE

Crypto Day Trading: Write a Session Plan Before the First Decision

Build a crypto day-trading routine with a defined UTC window, completed-candle timing, order and cost rules, a stay-flat branch and an end-of-session review.

7 মিনিটের পড়া
03 / PROCESS GUIDE

News and Event-Driven Crypto Trading: Build an Evidence Timeline

Learn how to research crypto event-driven trading: authenticate a catalyst, timestamp when it became actionable, define an event sample, compare returns with a benchmark and include execution costs.

7 মিনিটের পড়া
04 / PLANNING GUIDE

Position Trading in Crypto: Plan and Review a Longer-Horizon Thesis

Build a crypto position-trading plan with thesis checks, exposure, invalidation, funding and a scheduled review workflow for longer holds.

8 মিনিটের পড়া
05 / FEASIBILITY GUIDE

Crypto Scalping Costs: Test Whether the Data Can Support the Claim

Calculate the fee and execution hurdle for short-horizon crypto trades, test how turnover changes the cost floor, and identify the fill evidence a scalp backtest needs.

8 মিনিটের পড়া
06 / RESEARCH WORKFLOW

Crypto Swing Trading: Set a Holding Window and a Testable Exit

Turn a multi-day crypto trading idea into explicit entry and invalidation rules that account for funding, gaps, position size and review dates.

8 মিনিটের পড়া
07 / COMPARISON GUIDE

Types of Crypto Trading: Scalping, Day, Swing and Position

Compare crypto trading styles by approximate holding window, monitoring, costs and data needs, then choose a research horizon the evidence can actually test.

8 মিনিটের পড়া
08 / COMPARISON GUIDE

DCA vs Active Crypto Trading: What Are You Comparing?

Compare scheduled crypto purchases with an active rule using the same contribution dates, cash availability, holding period, costs and risk measures.

8 মিনিটের পড়া
09 / COMPARISON GUIDE

Discretionary vs Systematic Trading: How Decisions Are Made

Compare discretionary, systematic and hybrid crypto trading by decision authority, allowed overrides and execution records, with a practical test workflow.

8 মিনিটের পড়া
10 / EVALUATION GUIDE

Crypto Copy Trading Risks: Evaluate a Track Record Carefully

Check crypto copy-trading records, leverage, follower fills, custody and fees before treating a displayed track record as evidence.

7 মিনিটের পড়া
11 / SIMULATION GUIDE

Paper-Copying a Whale: Why Your Fills Won't Match Theirs

How a simulated whale copy scales positions by account size, which costs and delays it models, and why a paper result is not evidence that a live follower would earn the same.

8 মিনিটের পড়া
03 · স্টাডি পাথ

Strategy research

Turn trend, breakout, mean-reversion and carry hypotheses into rules you can challenge.

01 / COMPARISON GUIDE

Crypto Bollinger Bands: Test Breakout and Reversion as Separate Ideas

Calculate Bollinger Bands on a fictional crypto price series, compare %B and BandWidth, and test breakout and reversion rules without treating a band touch as a signal.

8 মিনিটের পড়া
02 / METHOD GUIDE

Crypto Breakout Trading: Make the Range Rule Testable

Define a crypto range breakout with completed bars, a later entry and explicit failure rules, then test false breaks, gaps, costs and data resolution.

7 মিনিটের পড়া
03 / RISK ANALYSIS

Crypto Funding-Rate Arbitrage: Why a Hedge Is Not Risk-Free

Reconcile crypto cash-and-carry P&L, posted funding, basis moves and trading costs in a matched-leg example, then test execution, collateral and unwind risks.

11 মিনিটের পড়া
04 / MECHANICS GUIDE

Crypto Grid Trading: Track Inventory, Fees and Range Breaks

Compare arithmetic and geometric crypto grid spacing, reconcile a fictional spot ledger, and plan for fees, open inventory and range breaks.

9 মিনিটের পড়া
05 / BEGINNER GUIDE

Crypto Indicators for Beginners: MA, RSI, MACD, Bands and ATR

What moving averages, RSI, MACD, Bollinger Bands, ATR and volume each measure, with worked numbers, common traps, and why five indicators are not five votes.

7 মিনিটের পড়া
06 / METHOD GUIDE

Mean Reversion in Crypto: Define the Return-to-Average Test

Learn what crypto mean reversion claims, how to define a reference, horizon, entry and costs, and what recent Bitcoin and crypto research does—and does not—show.

7 মিনিটের পড়া
07 / IMPLEMENTATION GUIDE

Moving-Average Crossovers: Test Settings without Cherry-Picking

A reproducible crypto moving-average crossover example with exact SMA math, causal entries and a no-cherry-picking test workflow.

8 মিনিটের পড়া
08 / STRATEGY COMPARISON

Crypto Options Strategies: Calls, Puts and Defined-Risk Spreads

Compare a long call, protective put and debit call spread with worked expiry payoffs, then check contract size, settlement currency and costs before testing a crypto options idea.

7 মিনিটের পড়া
09 / METHOD GUIDE

Crypto Range Trading: Define the Boundaries and the Break

Turn a crypto range-fade idea into measurable boundaries, entries, exits and invalidation, with a worked cost example and a separate plan for a market that leaves the range.

7 মিনিটের পড়া
10 / MECHANICS GUIDE

RSI Crypto Strategies: Define the Signal before Testing

Separate momentum and reversal interpretations of RSI, specify a causal threshold rule, and test trend failure, exits, costs and parameter search honestly.

7 মিনিটের পড়া
11 / BEGINNER GUIDE

Support and Resistance in Crypto: Read Market Structure

Label swing highs and lows, tell an uptrend from a range, treat support and resistance as zones, and separate a close-based breakout from a false break.

8 মিনিটের পড়া
12 / METHOD GUIDE

Crypto Trend-Following Strategies: Rules, Costs and Whipsaw

Compare moving-average, breakout and time-series-momentum rules, then test signal timing, sideways-market losses and trading costs with a causal crypto workflow.

9 মিনিটের পড়া
13 / MECHANICS GUIDE

VWAP in Crypto: Define the Reset before Interpreting the Line

Learn what crypto VWAP measures, how bar volume changes the result, and how to test a reset rule without using unfinished candles or hindsight.

8 মিনিটের পড়া
14 / FIELD GUIDE

Cumulative Volume Delta (CVD): Tracking Aggressive Perp Order Flow

Master CVD construction, aggressive taker orders versus resting limit orders, absorption patterns, and spot-perp flow divergences.

6 মিনিটের পড়া
15 / ADVANCED PLAYBOOK

Delta-Neutral Cash-and-Carry: Spot vs Perp Basis Arbitrage and Hidden Risks

How to build a funding yield harvesting trade, calculate net carry after fee drag, manage upside liquidation tail risk on the short leg, and monitor basis blowouts.

5 মিনিটের পড়া
16 / RESEARCH GUIDE

Whale Consensus and Crowding: When Top Traders Lean the Same Way

Net versus gross positioning, flips, large net changes and crowded adds among tracked Hyperliquid traders, and why a crowded side describes positioning rather than timing.

7 মিনিটের পড়া
17 / ADVANCED PLAYBOOK

Long/Short Ratio: Interpreting Top Trader Sentiment and Retail Traps

Understand retail account ratios versus top trader notional positioning, crowding thresholds, and positioning divergence traps in perpetual futures.

5 মিনিটের পড়া
18 / RESEARCH CHECKLIST

Token Unlocks and Supply Events: How to Research Them Without Hindsight

Research crypto token unlocks as events: separate supply measures, record when a schedule was knowable, fix windows and a benchmark, and keep delisted tokens in the sample.

7 মিনিটের পড়া
04 · স্টাডি পাথ

Risk and position sizing

Work through exposure, costs, drawdowns, leverage and failure limits with explicit assumptions.

01 / WORKED METHOD

ATR Stops and Crypto Position Sizing: A Worked Example

Turn a stated ATR stop distance and dollar risk budget into a hypothetical crypto quantity, then account for costs, contract steps and gap risk.

7 মিনিটের পড়া
02 / ADVANCED PLAYBOOK

Auto-Deleveraging (ADL) and Insurance Funds: Why Winning Trades Get Closed

Understand the exchange waterfall when insurance funds deplete, how the ADL queue ranks high-leverage winners, and how to hedge ADL risk.

5 মিনিটের পড়া
03 / COMPARISON GUIDE

Cross vs Isolated Margin in Crypto: Compare Collateral Exposure

Compare shared cross-margin collateral with position-specific isolated margin using a fictional account ledger, then check the venue rules that determine actual liquidation scope.

6 মিনিটের পড়া
04 / MECHANICS GUIDE

Crypto Liquidation Explained: Margin, Mark Price and Venue Rules

Learn how maintenance margin, account mode, mark price and close-out rules affect crypto liquidation, with a worked example that keeps its assumptions visible.

7 মিনিটের পড়া
05 / ANALYSIS GUIDE

Crypto Portfolio Correlation: What It Shows—and What It Misses

Calculate return correlation on aligned crypto data, inspect changing windows, and stress-test portfolio exposure beyond an ordinary correlation matrix.

7 মিনিটের পড়া
06 / PRACTICAL CALCULATION

Crypto Position Sizing: Calculate Quantity from a Planned Risk Budget

Learn the crypto position-sizing formula, include estimated costs, round to a contract's quantity step, and stress several open positions together.

9 মিনিটের পড়া
07 / CALCULATION GUIDE

Trading Drawdown and Recovery: See the Asymmetric Path

Calculate the gain needed to recover a trading drawdown, compare common loss sizes and understand why a recovery percentage does not describe future odds.

8 মিনিটের পড়া
08 / MECHANICS GUIDE

Whale Liquidation Distance: Reading the Radar Without Treating It as a Target

How a whale tracker measures the gap between price and a large position's liquidation price, why cross-margin thresholds move, and what a near-liquidation alert can and cannot say.

8 মিনিটের পড়া
09 / ILLUSTRATED EXPLAINER

Crypto Leverage vs Position Size: Exposure and Margin

Learn how crypto leverage differs from position size, compare fixed-notional and fixed-collateral examples, and size a hypothetical trade from a stated loss budget before checking venue margin rules.

8 মিনিটের পড়া
10 / PROBABILITY GUIDE

Trading Losing Streaks: Calculate the Odds and Define Ruin

Calculate the chance of a trading losing streak across a stated horizon, see how sizing changes drawdown, and learn why neither number is risk of ruin.

7 মিনিটের পড়া
11 / QUANT TUTORIAL

Maintenance Margin Tiers and Leverage Brackets: Liquidation Math Explained

Master tiered margin schedules, position size brackets, effective liquidation prices, and safe buffer estimation for crypto perpetuals.

5 মিনিটের পড়া
12 / PRACTICAL CHECKLIST

Perpetual Futures Mistakes Beginners Make, and Risk Rules

Ten common perpetual futures mistakes, from leverage-first sizing to ignored funding, with the drawdown and losing-streak math behind simple risk rules.

8 মিনিটের পড়া
13 / FIELD GUIDE

The Perpetual Futures Pre-Trade Risk Checklist: Sizing, Stop-Loss, and Funding Drag

A rigorous systematic 5-step pre-trade routine covering liquidation buffers, taker fee drag, funding carry direction, liquidity depth, and maximum portfolio drawdown limits.

5 মিনিটের পড়া
14 / CALCULATION GUIDE

Risk-Reward Ratio vs Trading Expectancy: Why Win Rate Is Not Enough

Calculate net expectancy and break-even win rate from wins, losses and costs, then see how crypto order triggers, actual fills and fees can change a planned reward-to-risk ratio.

7 মিনিটের পড়া
15 / RISK EXPLAINER

Stablecoin Collateral for Perpetual Futures: Depeg, Freeze and Margin Risks

Stablecoin margin is not cash. See how issuer, redemption, freeze and depeg risk meet a venue's collateral rules, with a hypothetical example of shrinking margin headroom.

7 মিনিটের পড়া
16 / COMPARISON GUIDE

Stop Loss vs Liquidation in Crypto: Triggers, Fills and Margin

Compare stop triggers, order fills and venue liquidation with a worked margin example, current exchange rules and a practical pre-trade audit.

7 মিনিটের পড়া
17 / RESEARCH CHECKLIST

Trading Account and API Key Security: Permissions, Wallets and Recovery Plans

Before connecting a bot or tool: scope API keys, separate signing wallets from storage, protect logins and devices, refuse seed-phrase requests and write a recovery plan.

7 মিনিটের পড়া
05 · স্টাডি পাথ

Backtesting and evidence

Study historical research without hiding bias, costs, data limits or uncertain results.

01 / LIMITATIONS GUIDE

Monte Carlo Trade Resampling: What the Simulation Can and Cannot Say

Compare shuffled trades with independent and block-bootstrap samples, reproduce a drawdown example, and see exactly what SuperQuant's diagnostic measures.

7 মিনিটের পড়া
02 / COMPARISON GUIDE

Backtesting vs Paper Trading vs Forward Observation

Compare historical backtests, paper trading and prospective observation by the evidence each stage can provide—and the execution evidence each one still lacks.

7 মিনিটের পড়া
03 / COST WORKSHEET

Crypto Backtest Costs: Include Fees, Spread, Slippage and Funding

Build a transparent crypto backtest cost model with separate fee, spread, slippage and funding assumptions, then test whether the conclusion survives higher costs.

9 মিনিটের পড়া
04 / METRICS GUIDE

Crypto Backtest Metrics: Sharpe, Sortino and Profit Factor

Calculate Sharpe, Sortino and profit factor from a small fictional sample, then read each beside drawdown, trade count, costs and the test process.

6 মিনিটের পড়া
05 / METHOD GUIDE

Crypto Backtest Overfitting: Why the Best Result Can Mislead

Understand how repeated strategy searches fit historical noise, then reduce avoidable overfitting with preregistered rules, chronological tests and honest reporting.

7 মিনিটের পড়া
06 / PRACTICAL CHECKLIST

Crypto Backtesting Data Quality: Check Gaps, Timestamps and Provenance

A practical audit for crypto backtest data: verify the market and time basis, find missing or duplicate candles, align funding and signals, and preserve a reproducible source record.

7 মিনিটের পড়া
07 / STEP-BY-STEP GUIDE

Crypto Walk-Forward Testing: Repeated Windows, Changing Rules

Plan sequential crypto training and test windows, predeclare any update schedule, compare every evaluation window, and distinguish walk-forward analysis from one reserved holdout.

7 মিনিটের পড়া
08 / QUANT TUTORIAL

Backtesting Perp Strategies: Handling Historical Funding Rates and Open Interest

Avoid common backtest pitfalls: aligning 1-hour and 8-hour funding payments, handling lookahead bias in open interest snapshots, and simulating liquidation slippage.

5 মিনিটের পড়া
09 / STEP-BY-STEP WORKFLOW

How to Backtest a Crypto Trading Strategy: A Research Workflow

Learn how to backtest a crypto strategy with checked candle data, causal entries, realistic costs, chronological tests and a record of what the result can prove.

8 মিনিটের পড়া
10 / EVALUATION GUIDE

Whale Scorecards: Hit Rates, Survivorship and Why a Ranked List Flatters Itself

How a top-trader scorecard is built from detected entries, what a 24-hour hit rate measures, and why ranking by recent profit can make past results look stronger than what follows.

7 মিনিটের পড়া
11 / FIELD GUIDE

Hyperliquid Whale Tracking: What Public Positions Can and Cannot Tell You

Hyperliquid exposes positions by address. Learn what a whale tracker can read from that record, how a top-trader list is chosen, and which conclusions the data cannot support.

8 মিনিটের পড়া
12 / TIMING GUIDE

Look-Ahead Bias in Backtesting: Check What Was Knowable

Find look-ahead bias by tracing signal timestamps, candle completion and order timing; separate information available at the decision from later outcomes.

7 মিনিটের পড়া
13 / RESEARCH CHECKLIST

On-Chain Data in Crypto Trading Research: What Wallet Activity Can and Cannot Prove

Use wallet flows, holder lists and address labels in crypto research without mistaking attribution for identity or applying today's labels to yesterday's data.

7 মিনিটের পড়া
14 / METHOD GUIDE

Out-of-Sample Crypto Testing: Freeze One Rule before the Holdout

Reserve one later crypto data segment before tuning, freeze preprocessing and costs, evaluate once, and retire the holdout if its result changes your crypto research.

7 মিনিটের পড়া
15 / FIELD GUIDE

Verifiable Crypto TA: SHA-256 Pre-Trade Receipts, Out-of-Sample Grading, and Zero Hindsight

Learn why cryptocurrency technical analysis requires cryptographic SHA-256 pre-trade receipts, how out-of-sample grading prevents hindsight bias, and how to verify setups.

5 মিনিটের পড়া
06 · স্টাডি পাথ

Trading process

Build a repeatable plan, research journal and review habit that preserve what you knew at the time.

01 / VERIFICATION WORKFLOW

AI for Crypto Trading Research: Verify the Claim, Not the Confidence

A practical workflow and free worksheet for checking AI-written trading claims, venue mechanics, calculations, code and product statements against primary evidence.

7 মিনিটের পড়া
02 / EXAMPLE WITH SYNTHETIC DATA

Bitcoin Backtest Example: Audit a Trend Hypothesis in SuperQuant

Reproduce SuperQuant's BTC-labeled trend template on seeded synthetic hourly bars, inspect its costs and validation windows, and see exactly why the result is not Bitcoin performance evidence.

8 মিনিটের পড়া
03 / JOURNALING WORKFLOW

A Crypto Trading Journal That Records the Decision, Not Just the Trade

Build a reviewable crypto trading journal with written pre-trade assumptions, costs, stop rules, outcomes, corrections and deliberate stay-flat decisions.

7 মিনিটের পড়া
04 / PLANNING WORKFLOW

How to Write a Crypto Trading Plan: Rules, Risk and Review

Write a crypto trading plan with testable rules, a defined risk budget, venue-specific execution checks, clear failure conditions and a scheduled review.

8 মিনিটের পড়া
05 / PRACTICAL EXPLAINER

Crypto Trading Records: Realized vs Unrealized PnL, Fees and Funding

Separate realized and mark-based PnL, fees, funding payments and transfers in a crypto trading record, with a fictional perpetual ledger that reconciles to the balance.

6 মিনিটের পড়া
06 / RESEARCH CHECKLIST

Crypto Signal Groups, Trading Bots and Fake Support: Red Flags to Check First

Check paid signal channels, AI trading bot pitches, fake support messages and wallet-connection requests against concrete red flags and a standard of verifiable evidence.

7 মিনিটের পড়া
07 / NEGATIVE SYNTHETIC EXAMPLE

Ethereum Mean-Reversion Research: Audit a Synthetic RSI Example

Audit a negative ETH-labeled synthetic RSI replay with the exact downloadable input, modeled cost tests and resampling limits; none of the results are Ethereum market evidence.

8 মিনিটের পড়া
08 / BUYER'S CHECKLIST

How to Evaluate Crypto Backtesting Software

Compare crypto backtesting tools with controlled tests for data, timing, fills, costs and reproducibility—not headline returns.

8 মিনিটের পড়া
09 / SELF-REVIEW GUIDE

FOMO and Revenge Trading: A Pause-and-Review Routine

Separate social urgency and loss-chasing from a rule-based crypto setup. Research boundaries, a decision log and a practical pause-and-review workflow help keep the next trade from rewriting the plan.

8 মিনিটের পড়া
10 / FIELD GUIDE

How to Read a Crypto TA Signal: Bias, Levels and Triggers

Read a technical-analysis signal field by field: bias score, confidence, levels, trigger and invalidation, using SuperQuant's TA card as a worked example.

7 মিনিটের পড়া
11 / SOURCE WALKTHROUGH

Hyperliquid Funding Data: Verify History, Timestamps and Sign

Use Hyperliquid's read-only information API to retrieve funding-rate history, paginate safely, audit timestamps and reconcile account payment records separately.

8 মিনিটের পড়া
12 / WORKFLOW GUIDE

A Whale-Alert Research Routine in Telegram

Set whale-alert filters before the first alert, record each alert before looking at the chart, and review outcomes at fixed horizons so alerts become questions rather than orders.

8 মিনিটের পড়া
13 / FIELD GUIDE

How to Reconcile Binance, Bybit, and Hyperliquid Perpetual Fills and PnL

Standardize multi-exchange trade exports, isolate collateral funding fees, separate fee deductions from realized PnL, and audit account-level performance.

5 মিনিটের পড়া
14 / SYNTHETIC LIMITATION EXAMPLE

Solana Breakout Research: Audit the Synthetic Range-Rule Example

Audit a SOL-labeled synthetic range-breakout replay, inspect its P&L, cost sensitivity, chronological windows and resampled trade-order range, and separate it from Solana market evidence.

7 মিনিটের পড়া
15 / FIELD GUIDE

Solana Smart Money Tracking: Leaderboard Ranking, Filtering, and FIFO PnL Methodology

Learn how on-chain Solana smart money leaderboards are constructed, how to filter out token deployers and wash trading, and why FIFO realized PnL matters.

6 মিনিটের পড়া
16 / PRACTICAL WORKFLOW

Telegram Crypto Signal Bot Workflow: Check, Plan, Alert

A repeatable loop for any Telegram crypto signal bot (signal, check, plan, alert, review) with a worked sizing example and a two-minute daily routine.

7 মিনিটের পড়া
17 / PRACTICAL WORKFLOW

Weekly Trading Review: Separate the Plan from the Outcome

A repeatable weekly trading review with a worked decision example, rule-adherence matrix and checks for missing records, fees and hindsight.

7 মিনিটের পড়া
34 মৌলিক টুলস ও টেমপ্লেট

ধারণাগুলোকে কাগজে কার্যকর করুন।

একটি উদাহরণ গণনা করুন, একটি পরিকল্পনা সাজান অথবা একটি পর্যালোচনা চেকলিস্ট সংরক্ষণ করুন। সমস্ত ইনপুট কাল্পনিক। টেমপ্লেটগুলো খালি থাকে।

রিসোর্স লাইব্রেরি ব্রাউজ করুন

এটি শিক্ষামূলক উপাদান, ব্যক্তিগত আর্থিক পরামর্শ নয়। ক্রিপ্টো ডেরিভেটিভস জটিল এবং এতে অর্থ হারাতে পারেন। যন্ত্রের নিয়মাবলী, আপনার স্থানীয় প্রয়োজনীয়তা এবং প্রকৃত ভেন্যু ডকুমেন্টেশন পড়ুন। আর্টিকেল ড্রাফটগুলো এই পাবলিক লাইব্রেরির বাইরে থাকে যতক্ষণ না আর্টিকেল রিভিউ এজেন্ট তার যাচাই-বাছাই সম্পন্ন করে এবং একজন অনুমোদিত অ্যাডমিন সেগুলোকে অনুমোদন করে।