Industry Driven Programs

Ten instrument-family master programmes of 100 chapters each. Every programme is multi-commodity by construction and teaches the instrument well enough to design it, book it, value it, risk it, operate it and implement it in a CTRM or ETRM.

Our other energy tracks cover how desks make money, how transactions are managed, and how trading data is engineered. This one covers how trading activity is controlled and challenged - the second-line functions that sit between the desk and the regulator. Full Details - durgaanalytics.com/trainings/commodity-risk-controls-surveillance

Eight Specialist Energy Trading Desk master programs and one umbrella academy 01 - Crude Oil 02 - Natural Gas 03 - LNG 04 - Power 05 - Freight & Shipping 06 - Emissions & Carbon 07 - Biofuels & SAF 08 - Power Origination & PPAs

Energy Commodities Fundamentals ETRM Foundation ETRM Pro 500 ETRM BA Readiness Physical Oil, Gas & Power Functional Disclaimer: Does not include proprietary vendor UI screenshots, licensed software, or live system demonstrations. Digital products are non-refundable. After-sales support, mentoring, consulting, and implementation assistance are not included. 📞 WhatsApp: +91 9560116736 for discount

Master ClickHouse for ultra-fast OLAP, real-time analytics, and distributed data warehousing. Learn from basics to cluster administration and advanced query optimization with 350+ lessons and labs. Learn more Durga Analytics ClickHouse Mastery Program - All Levels & Tracks - http://durgaanalytics.com/clickhouse

Mandate markets, not free markets - physical, paper, and credit. A senior, governance-first program of 110 cumulative chapters - built for people who run the desk, not those learning the basics. Disclaimer: Educational use only, Excludes vendor screenshots, licensed software and live demonstrations. Support, mentoring and consulting not included. Digital access, usage or downloads make the purchase non-refundable

Coffee Trade Risk Management course delivers a practical, end-to-end view of coffee pricing and risk, covering market fundamentals, price risk drivers, physical risk tools, pricing strategy design, futures and options, advanced risk controls, real-world firm operations, equipping participants to manage price volatility and run effective coffee trading and risk management businesses.

Master counterparty credit risk in commodity trading: current exposure, netting and master agreements, collateral and CSAs, Monte Carlo PFE, limits and pre-trade controls, wrong-way risk, margin and liquidity stress, and default close-out. Full Details and Brochure - durgaanalytics.com/trainings/commodity-credit-risk Know the exposure. Model the future. Defend the decision.

Master commodity derivatives and hedge accounting under IFRS 9 and ASC 815: contract classification, own-use and normal purchase exemptions, embedded derivatives, designation and documentation, effectiveness testing, OCI and reclassification, disclosure, and the ETRM-to-general-ledger integration that makes it all reproducible.

Master the commodity forward as an instrument family: fixed, floating, index and basis forwards, average-price and shaped structures, strips, physical versus financial settlement, FX-linked and multi-currency forms, confirmation architecture, valuation, position and the ETRM object model.

Master commodity product control: daily P&L production, realised and unrealised, new-deal and amendment effects, curve and basis movement, FX, Greeks, reserves, independent price verification, valuation control and the reconciliation that lets a desk close the day.

Master commodity trade finance end to end: contracts, documents and title, letters of credit and SBLCs, documentary collections, borrowing-base and inventory finance, collateral control, sanctions screening and the operational controls that decide whether a trade actually settles.

3 Programs Bundle 1. Crude Oil Desk Master 2. Physical Oil Trading 3. Crude Oil Trading Strategies Disclaimer: Does not include proprietary vendor UI screenshots, licensed software, or live system demonstrations. Digital products are non-refundable. After-sales support, mentoring, consulting, and implementation assistance are not included. 📞 WhatsApp: +91 95601 16736 for discount

The Crude Oil Trading Desk Master Program delivers a real-world view of how senior oil traders run P&L, manage risk, govern ETRM systems, and survive market dislocations.

Master the ETRM control environment: preventive, detective and corrective controls across trade capture, confirmation, valuation, scheduling and settlement; segregation of duties and access governance; stale prices and data quality; operational risk, issues and remediation; and the evidence an internal or external auditor will actually accept.

The only program that teaches modern data engineering on a complete, real ETRM trading platform - from canonical trade model to a signed-off P&L, built end to end by you. Disclaimer: Educational use only, Excludes vendor screenshots, licensed software and live demonstrations. Support, mentoring and consulting not included. Digital access, usage or downloads make the purchase non-refundable

List of 12 Modules -> 500 chapters (durgaanalytics.com/etrm_endur) Disclaimer: Educational content only. Does not include proprietary vendor UI screenshots, licensed software, or live system demonstrations. Digital products are non-refundable. After-sales support, mentoring, consulting, and implementation assistance are not included. 📞 WhatsApp: +91 95601 16736 for discounts.

Compliance vs speculative carbon, and the control points that matter. A senior governance-first program of 110 cumulative chapters - built for people who run the desk, not those learning the basics Disclaimer: Educational use only, Excludes vendor screenshots, licensed software and live demonstrations. Support, mentoring and consulting not included. Digital access, usage or downloads make the purchase non-refundable

Detect the trade. Reconstruct the behaviour. Prove the case. Master energy and commodity trade surveillance across REMIT, MAR, physical markets, derivatives, ETRM data and surveillance analytics. Build detection models, investigate suspicious behaviour, and work through realistic gas, power, LNG, crude and emissions cases. https://durgaanalytics.com/trainings/trade-surveillance

Master energy market data and forward curve construction: exchange, broker and assessment sources, validation, bootstrapping, illiquid tenors, shaping, basis, interpolation, arbitrage checks, approval and publication into the ETRM.

Freight as optionality, not transport - chartering vs trading. A senior, governance-first program of 110 cumulative chapters - built for people who run the desk, not those learning the basics. Disclaimer: Educational use only, Excludes vendor screenshots, licensed software and live demonstrations. Support, mentoring and consulting not included. Digital access, usage or downloads make the purchase non-refundable

A desk-first quantitative master program designed for quants supporting Gas & Power trading desks, pricing derivatives, managing risk, and translating trader intent into production-grade models. Disclaimer: Educational use only, Excludes vendor screenshots, licensed software and live demonstrations. Support, mentoring and consulting not included. Digital access, usage or downloads make the purchase non-refundable

Gas & LNG Desk Bundle - 3 Programs 1. ETRM Foundation 3. ETRM Gas Functional 3. European Gas & LNG Analyst Mastery Disclaimer: Does not include proprietary vendor UI screenshots, licensed software, or live system demonstrations. Digital products are non-refundable. After-sales support, mentoring, consulting, and implementation assistance are not included. 📞 WhatsApp: +91 95601 16736 for discount

Master exchange-traded commodity instruments: futures and calendar spreads, strips, packs and bundles, clearing and margin mechanics, expiry, delivery and cash settlement, EFP, EFS and EFRP, block trades, TAS and TAM, position limits, and the exchange lifecycle as an ETRM problem.

Master commodity swaps as a full enterprise instrument family: fixed-floating, basis, index and differential structures, crack, spark and dark spreads, cross-commodity and quanto swaps, averaging conventions, valuation, P&L explain, hedging, collateral, settlement and CTRM implementation.

Master vanilla and listed commodity options: calls and puts, European, American and Bermudan exercise, options on futures, swaptions, caps, floors and collars, Black-76 and tree methods, volatility surfaces, Greeks, exercise and assignment, margin, settlement and the ETRM representation of option terms.

Master exotic and path-dependent commodity options: Asian and average-strike structures, barriers and digitals, one-touch and range, lookback and cliquet, compound and chooser, basket and rainbow, quanto and spread options including crack and spark, with Monte Carlo methods, calibration, risk and CTRM representation.

Master structured and multi-leg commodity products: straddles, strangles, vertical spreads, butterflies and condors, collars and participating forwards, accumulators and decumulators, target redemption, structured swaps and cross-commodity hybrids, and the embedded optionality buyers rarely price correctly.

Master LNG shipping economics end to end: vessel technology for commercial professionals, chartering and freight, boil-off and heel, speed and route optimisation, demurrage, canal routing, and the DES versus FOB optionality that decides where a cargo goes. Full Details and Brochure - durgaanalytics.com/trainings/lng-shipping-economics

Portfolio vs asset-backed LNG, and the spec-vs-flow control points. A senior, governance-first program of 120 cumulative chapters - built for people who run the desk, not those learning the basics. Disclaimer: Educational use only, Excludes vendor screenshots, licensed software and live demonstrations. Support, mentoring and consulting not included. Digital access, usage or downloads make the purchase non-refundable

120 chapters on how gas desks actually fail and the controls that catch it. Every chapter carries both an EU and a US worked example.

Master the physical commodity instrument end to end: the contractual bundle of product, quantity, quality, location, delivery, pricing, title and settlement, across spot and term supply, offtake, formula and provisional pricing, Incoterms, nomination, logistics, inventory and the CTRM representation of all of it.

Master physical inventory and terminal operations: tanks and storage, receipts and deliveries, measurement and quality, blending, gains and losses, title transfer, terminal scheduling, inventory valuation and the reconciliation that keeps the physical book and the ETRM in agreement.

Origination is trading with a long fuse, 10-20 year decisions. A senior, governance-first program of 115 cumulative chapters - built for people who run the desk, not those learning the basics. Disclaimer: Educational use only, Excludes vendor screenshots, licensed software and live demonstrations. Support, mentoring and consulting not included. Digital access, usage or downloads make the purchase non-refundable

The electricity desk, from market design to intraday dispatch and risk. A senior, governance-first program of 234 cumulative chapters built for people who run the desk, not those learning the basics. Disclaimer: Educational use only, Excludes vendor screenshots, licensed software and live demonstrations. Support, mentoring & consulting not included. Digital access, usage or downloads make the purchase non-refundable

Master energy attribute markets end to end: RECs, Guarantees of Origin and I-RECs, issuance and registry operations, tracking and transfer, matching and cancellation, hourly versus annual claims, corporate PPAs and the trading and control questions that decide whether a green claim survives audit.

No proprietary UI screenshots, licensed materials, or live demos included. Code samples are illustrative only and not run in Murex, Calypso. Digital access/downloads are non-refundable. After-sales support not included.

A sequenced learning journey across nine programs, from developer tooling and computer-science foundations through the core languages to full-stack web, enterprise architecture, and a blockchain specialization. Follow it in order to build cumulatively, or enter wherever your goals fit. 📞 WhatsApp: +91 95601 16736 for discount

A complete AI governance and responsible-AI certification program - 559 chapters across six phases, from literacy to mastery, for the leaders who own AI risk. Full Course Details https://durgaanalytics.com/trainings/ai-governance-responsible-ai

* Data Governance Foundations * AI Governance Foundations * AIGP Prep * BFS Domain Program * CDMP Prep - DMBOK V2 * CIPP/E Prep - GDPR * Leadership & Change Management Digital products are non-refundable. After-sales support, consulting & assistance are not included. Bundle may help in certification prep. Exam Fees not included. 📞 WhatsApp: +91 95601 16736 for discount

Replication & Distributed Tables Backup & Failover Setup Security & Resource Management

Kafka & S3 Integration ETL Pipelines using Airflow Data Visualization & BI Tools

SQL & Table Engines Materialized Views Joins, Aggregations & Window Functions

✅ Price differential & spread strategies (Brent–WTI, calendar spreads, cracks, distillate/gasoline plays) ✅ Directional TA strategies (trend, breakout, volatility) ✅ Options strategies (straddles, condors, hedging structures) ✅ Cross-asset macro strategies (USD–Oil, CAD–Oil, bonds, equities) ✅ Physical & fundamental institutional strategies ✅ Quant & algo models ✅ ETF and equity-based strategies

Disclaimer: Educational content only. Does not include proprietary vendor UI screenshots, licensed software, or live system demonstrations. Digital products are non-refundable. After-sales support, mentoring, consulting, and implementation assistance are not included. Does not guarantee interview outcomes, employment, promotion, salary increases, business results. 📞 WhatsApp: +91 95601 16736 for discount

A practical, enterprise-ready curriculum covering governance strategy, operating models, metadata, MDM, privacy, tooling and implementation - designed for self-paced learners Disclaimer: Digital products are non-refundable. After-sales support, mentoring, consulting, and implementation assistance are not included. 📞 WhatsApp: +91 9560116736 for discount

From Fundamentals to Trading, Risk, and Strategy. Industry-grade training tailored for BP, Shell, Vitol, Trafigura, and EDF.

Program designed for banking, risk, capital and regulatory professionals to build, own, defend and approve ICAAP end-to-end including advanced operational risk modelling.

A targeted, hands-on program mapping directly to the market-risk manager role in energy: valuation, exposure and P&L assurance, VaR and stress, SOX and GRA controls, ETRM integration, and leadership.

Foundation for real roles in banks, trading firms, and fintechs, spanning market risk, credit risk, treasury ALM, compliance, and applied quant.

Master AIGP with a certification-grade, zero-background program mapped exactly to BoK v2.1 (Feb 2026). 52 structured chapters across 12 modules (Domains I–IV) delivered ~40 hours of focused learning. Includes artifacts, governance runbooks, and realistic exam simulations.

Designed for tech professionals to build strong BFSI domain depth. It covers retail and corporate banking, payments, cards, capital markets, risk and compliance, and digital transformation with AI, helping engineers, data professionals, and product teams understand how banks actually operate, make money, manage risk, and translate business needs into scalable technology solutions.

This CDMP Certification Prep Course provides a structured, DMBOK V2 -aligned learning path covering all CDMP knowledge areas, from data governance, architecture, modeling, quality, security, integration, BI, and big data to operating models, maturity, and change management. It includes exam strategy, comprehensive prep deck, and supporting audio podcasts to reinforce concepts and boost exam readiness.

Master ClickHouse for ultra-fast OLAP, real-time analytics, and distributed data warehousing. Learn from basics to cluster administration and advanced query optimization with 350+ lessons and labs.

Data Mesh principles, organizational design and domain identification

Covers Oil, Natural Gas, Coal, Power, and Renewables — including fundamentals, pricing models, trading strategies, and real-world case studies like the Europe Gas Crisis (2021–2022) and Texas Power Crisis (2021). Perfect for professionals in commodity trading, investment banking, risk management, and energy markets.

Learn why data governance matters, establish roles and operating models, define ownership, measure success, manage compliance, drive adoption, secure executive sponsorship, govern cloud environments, and build an executive-ready governance charter.

Digital products are non-refundable. After-sales support, mentoring, consulting, and implementation assistance are not included. Does not guarantee interview outcomes, employment, promotion, salary increases, business results. 📞 WhatsApp: +91 95601 16736 for discount

Master Leadership & Change Management with this end-to-end Corporate Transformation Master Program. One program. Everything you need to lead transformation. 📘 500+ page practitioner book 📊 700+ page leadership deck 🎥 ~8 hours of video learning 🎧 28+ hours of deep-dive audio podcasts

Learn how opportunities are identified, how deals are negotiated, how cargo moves across the world, how risks are controlled, how profits are measured, and how ETRM systems connect every function from front office to back office.

Foundations of AI Governance Leadership covers Responsible AI principles, governance lifecycle, enterprise AI risks, ethics, compliance, accountability, RACI, maturity models, AI Governance Office setup, global regulations, cross-border risks, governance KPIs, business value, cultural transformation, executive adoption, and real-world AI failure case studies.

CIPP/E: Certified Information Privacy Professional/Europe The ANAB-accredited CIPP/E designation proves you have an understanding of pan-European and national data protection laws, key privacy terminology and practical concepts concerning the protection of personal data and trans-border data flows.

Dive into the world of Advanced Gas Trading and Risk Management with this complete 16-chapter course on ETRM for Gas. From deal capture to future trends in gas trading, this deep dive covers every critical aspect of gas logistics, risk, settlement, and data quality.

Functional deep dive on Advanced ETRM for Power. Each chapter is trimmed into ~10 minute segments, covering deal capture, scheduling, congestion, settlements, risk, valuation, automation, and future trends.