Cohort 1

Master forecasting with hands-on, real-world training. No fluff—just insights that drive ROI and advance your career.


Valery Manokhin

Modern Forecasting Mastery

Stanley Black & Decker

H-E-B

🔥 Enrollment Now Open — Limited Spots for Cohort 2 This is the most in-depth, zero-fluff forecasting course available—built for real business impact, not academic perfection. Cohort 1 was fully oversubscribed. Now, enrollment for Cohort 2 is live. Spots are limited and pricing may rise without notice. We intentionally cap attendance to keep this a focused, high-impact experience—not a mass-market offering. 🔒&nbsp;Secure your seat today and upgrade your forecasting skillset in one of the most valuable, high-leverage areas of modern data science.🧠 Built for Real-World Forecasters✅ Tired of models that work in notebooks but fail in production?✅ Frustrated by tutorials that ignore operational complexity?✅ Want to lead forecasting projects with clarity and credibility? This course isn’t about chasing marginal gains with the latest hype. It’s about mastering what&nbsp;actually works—under pressure, at scale, and when decisions carry weight. The real world isn’t a Kaggle playground. Forecasting mistakes here don’t just fail—they&nbsp;compound, cascade, and get expensive. You'll learn how to:💎 Build robust, production-grade forecasting systems💎 Apply modern ML techniques when and where they work💎 Quantify uncertainty and communicate risk with confidence💎 Align forecasts with business outcomes across sectors Every lesson combines the theory you need with the hands-on experience that makes it work in practice. You’ll learn what matters most when failure isn’t an option. By the end, you won’t just understand forecasting. You’ll be able to&nbsp;lead with it—credibly, confidently, and cross-functionally.👨‍🏫 Meet Your Instructor: Dr. Valeriy ManokhinDr. Valeriy Manokhin is an internationally recognized expert in machine learning, forecasting, and uncertainty quantification. Known for combining academic rigor with real-world results. He has:✅ Designed production forecasting systems for Fortune 500s and startups✅ Authored multiple bestselling forecasting books✅ Published peer-reviewed research on Machine Learning, Forecasting and Conformal Prediction✅ Outperformed top consulting firms in competitive forecasting tenders✅ Advised startups behind systems used by major global financial institutions His methods are trusted by practitioners at top-tier firms and universities around the world.🌍 Trusted by Leaders at:Amazon, Apple, Google, Meta, Nike, BlackRock, Morgan Stanley, Target, NTT Data, Lidl, Mars Inc, Daybreak AI, Publicis Sapient, and more.Plus researchers and professionals from UChicago, KTH, UBC, DTU, and other world-class institutions. Student Roles range from exectuives to principal, lead and senior data scientists to Machine Learning Engineeris, Consultants, AI leads, VPs of engineering, professors, founders. researchers and PhD students. ❌ What This Course Is&nbsp;Not🚫 Not a pandas crash course🚫 Not a blog post rehash🚫 Not a "black box" shortcut without accountability. This is a&nbsp;strategic, hands-on, zero-hype program&nbsp;for those who need to&nbsp;deliver forecasting that holds up in production—and in the boardroom. ✅ Final CallIf you're ready to stop winging it and start leading with forecasting that earns trust and drives results—this is your moment. Next Cohort is open now. Spots are limited. Price may increase without warning. Enroll today to secure your place.

Master proven forecasting methods and build systems that drive real results.


For Data Scientists aiming to master real-world forecasting and build robust, scalable models that deliver accurate, actionable busines

For Machine Learning Engineers focused on building reliable, scalable forecasting systems that perform in real-world.

For Researchers, students*, and Professors seeking to apply advanced forecasting techniques and contribute to cutting-edge research

Who is this course for


Comfort with high-school level math, including basic algebra, probability, and statistics. No advanced math or calculus required.

High-school level math

Basic proficiency in Python. You should be able to read and write simple code using tools like pandas, numpy, and scikit-learn.

🐍 Python

No prior forecasting or ML experience needed. All key concepts are introduced from scratch—but taught quickly and practically.

No prior Conformal Prediction knowledge needed

What you’ll get out of this course

You’ll uncover the critical 95%—the principles that never show up in blog posts, YouTube tutorials, or LinkedIn threads.These are the real-world lessons only learned through hard-won experience—and they’re what make or break forecasting success at scale.

📌 Learn What Makes Forecasting Work in the Real World


Get hands-on with cutting-edge models and probabilistic methods. Learn how to forecast under uncertainty—and quantify it—in ways that decision-makers can trust.

📊 Master Advanced Time Series & Uncertainty Techniques


Translate predictions into high-stakes decisions. Discover how to turn raw forecasts into clear, actionable insights that improve performance, efficiency, and ROI.


📈 Turn Forecasts Into Business Impact


Skip the blog-post theory and hype-driven libraries. Focus on proven, battle-tested methods that hold up in production—and actually deliver results.

🚫 Cut Through the Hype and Noise


See how forecasting challenges are tackled in high-stakes environments—from startups to global enterprises.

💼 Real-world case studies


Learn how to architect forecasting systems, align with business goals, and communicate results effectively.

🧠 Systems & strategy


Get tailored insights during optional small group sessions or expert office hours.

👥 Interactive feedback opportunities


Revisit all course materials, recordings, and resources anytime you need—no expiration, no gatekeeping. Use it as a long-term reference.


♾️ Lifetime Access


Join a private community of forecasting professionals from top companies like Amazon, Apple, Google, Goldman Sachs, MorganStanley, Meta


🌐 Community of Global Peers


Earn a professional certificate to showcase your forecasting expertise—perfect for sharing with your employer or featuring on LinkedIn.


📜 Certificate of Completion


Join a private community of professionals from top companies like Amazon, Apple, Google, Goldman Sachs, Morgan Stanley. Walmart, Target.


Provide a brief description for each module as a way to sell the value of what students will be learning throughout the course.

First Module

Second Module

Third Module

Course syllabus

Meet your instructor

Tuesdays & Thursdays


Course schedule

This course builds on live workshops and hands-on projects

Active hands-on learning

You’ll be interacting with other learners through breakout rooms and project teams

Interactive and project-based

Join a community of like-minded people who want to learn and grow alongside you

Learn with a cohort of peers

Learning is better with cohorts

Frequently Asked Questions

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Stay in the loop

Data Analysis Manager at Elia Group, became the winner of the first Kaggle Probabilistic Forecasting competition.


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