High Frequency Trading Courses and Certifications

NANOG

Networking at the Speed of Light - A Peek at Networking Inside a High Frequency Trading Firm

Explore high-frequency trading network design, covering market data distribution via IP multicast, latency optimization techniques, and precise packet timestamping requirements.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Market Microstructure

Learn how prices form and liquidity arises in securities markets: measure explicit and implicit trading costs, model order flow and bid-ask spreads, market depth, and high-frequency trading.

• Coursera
• 6 weeks, 3 hours a week
• Self-Paced
• Paid Course

Overview of Advanced Methods of Reinforcement Learning in Finance

86 ratings at Coursera

Connect reinforcement learning to Black-Scholes-Merton option pricing and physics, use inverse reinforcement learning for market impact, and apply both to high-frequency trading, cryptocurrencies, and peer-to-peer lending.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

CppCon

When Nanoseconds Matter: Ultrafast Trading Systems in C++

Delve into the design principles of ultrafast trading systems in C++, exploring hardware optimization, concurrency management, and specialized algorithms where nanosecond performance is critical.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

media.ccc.de

Excuse Me, What Precise Time Is It? - Precision Time Protocol and Network Synchronization

Dive into Precision Time Protocol (IEEE 1588) and discover how hundreds of devices synchronize to the exact nanosecond over Ethernet for realtime audio/video standards like AES67 and SMPTE 2110.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

cpponsea

How to Simulate a Low Latency Exchange in C++ - Developing Trading Strategies

Develop low latency trading strategies by simulating exchanges in C++. Learn to create simulators for backtesting, evaluating, and optimizing trading models to select profitable strategies.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

cpponsea

Polymorphism, Cohesion, and Coupling in C++ - Lecture

Explore low coupling and high cohesion through polymorphism in C++. Learn to implement a performance-efficient framework using template metaprogramming for easy composition and feature addition.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

ACCU Conference

C++ Electronic Trading for Cpp Programmers

Explore electronic trading for C++ developers, covering market dynamics, low-latency strategies, and optimized programming techniques for high-frequency trading systems.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Conference Talk

ACCU Conference

Low-Latency Trading Systems in C++ - Templated Meta-State Machines in HFT

Explore advanced C++ techniques for optimizing low-latency trading systems using templated meta-state machines in high-frequency trading environments.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Conference Talk

CppCon

Work Contracts - Rethinking Task-Based Concurrency and Parallelism for Low Latency C++

Discover a novel approach to task-based concurrency through Work Contracts, optimizing C++ applications for low-latency environments with lock-free structures and enhanced task management capabilities.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

AWS Events

How FSI Revolutionized HFT Analytics with Agentic AI

Explore how financial services transformed high-frequency trading analytics using agentic AI architecture with Claude models, eliminating traditional LLM bias in market data analysis.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Spring I/O

Making Sense of Crypto Market Data in Real Time

Explore high-performance crypto exchange architecture using Apache Kafka and Druid to process thousands of transactions per second with sub-millisecond execution times.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Conf42

Quantum-Accelerated Trading Systems

Explore quantum computing's revolutionary impact on financial trading systems, efficiency improvements, real-world implementations, and future strategic opportunities.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Conf42

Observability in Modern Treasury Trading Platforms

Explore advanced observability techniques for treasury trading platforms, covering ML anomaly detection, compliance surveillance, and quantum computing impacts.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

USENIX

Performance Consistency in the Cloud

Explore root causes of cloud performance variations and learn actionable strategies to minimize unpredictability in processing, networking, and storage for consistent workloads.

• YouTube
• 21 minutes
• Self-Paced
• Free Video