Webinar Replay Hub: Big Data, Data Science & Machine Learning in Finance

Imagine unlocking the secrets hidden within financial data using the power of Python, Data Science, and Machine Learning. Innosoft Gulf—an Artificial Intelligence and Big Data education center in the Middle East and North Africa— welcomes you to our ongoing webinar series focused on real-world applications in the Finance Industry.

How This Course Works

• Format: Online (Zoom) webinars + replay access inside the LMS
• Access: After registering, you’ll receive instructions by email to access the replay (when available)
• Organization: Each webinar session is organized by cohort (date/session-specific access)

What You’ll Learn

Across the sessions, we work with real-world financial datasets and guide you through practical workflows for data analysis, visualization, and machine learning—step by step.

Typical Session Highlights

• Accessing and loading live financial data
• Exploring financial data analysis
• Mastering financial data visualization
• Scaling the data for optimal results
• Applying various financial indicators for data insight
• An overview of machine learning
• Understanding supervised and unsupervised learning
• Developing a regression model for price prediction
• Applying your model to make informed predictions
• Evaluating your model with relevant metrics

Who This Is For

• Beginners curious about data and finance
• Students and researchers who want exposure to real datasets
• Professionals exploring AI/ML applications in finance

Requirements

• Interest in finance, data, or machine learning
• Basic programming familiarity is helpful (Python recommended) but not required
• A laptop/desktop with a stable internet connection

Registration

Participation is free. Seats may be limited per session, so early registration is recommended.

Notes:
- Replays may be shared as raw Zoom recordings (unedited), depending on the session.
- Certificates are issued after attendance verification; a certificate processing fee may apply for issuance.

Course Staff

• Instructor: Professor Ahmed El Koutbia — Founder & Lead Instructor at Innosoft Gulf; a seasoned data scientist and algorithmic trading developer specializing in advanced trading and risk management systems for financial markets. He began his career at the Chicago Board Options Exchange (CBOE), contributing to screen-based trading systems for futures and options. Ahmed studied Artificial Intelligence at Stanford University and worked on a computer vision project in traffic lane detection. He later expanded into financial AI, blockchain, and algorithmic trading, combining deep technical expertise with real market applications, and has designed and delivered advanced training programs in AI, blockchain, and algorithmic trading.
• Support: Innosoft Gulf Team — learner onboarding and webinar support

Frequently Asked Questions

• Will I receive a certificate? Yes, after attendance verification. A processing fee may apply for issuance.
• Will the recording be available? When available, it will be shared inside this course for your session.
• Which browser should I use? Current versions of Chrome, Edge, Firefox, or Safari are recommended.