Machine Learning in Finance using Python
The training presents a comprehensive approach to the use of machine learning in financial analysis using the Python language. Participants will learn advanced ML techniques through hands-on workshops on real financial data. The program combines a solid theoretical foundation of machine learning with intensive hands-on exercises, enabling you to gain the skills necessary to implement advanced analytics solutions in the financial sector. Classes are conducted in a workshop format, where each concept is immediately verified in practice.
Issues
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ML libraries for finance
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Financial data processing
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Time series forecasting
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Deep learning
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Reinforcement learning
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Sentiment analysis
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Anomaly detection
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Risk modeling
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Production implementation
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Performance monitoring
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Model management
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ML best practices
Benefits
- Upon completion of the training, the participant will be able to design and implement advanced machine learning solutions for financial applications
- Financial data processing and building predictive models
- He will develop skills in using deep learning techniques in analyzing financial markets
- Will learn to optimize and monitor the performance of ML models in a production environment
- Will be able to implement anomaly detection and market sentiment analysis systems
- Will gain the ability to integrate ML solutions with existing financial systems
Who is this training for?
Prerequisites
- Knowledge of programming in Python
- Experience in data analysis
- Basic knowledge of machine learning
- Understanding financial concepts
Training program
Preparing the Python environment
- ML libraries for finance
- Financial data processing
- Selection and evaluation of models
Predictive models
- Time series forecasting
Portfolio analysis
- Risk modeling
Anomaly detection
- Deep learning in finance
- Reinforcement learning
- Natural language processing
Analysis of market sentiment
- Implementation and maintenance
- Production implementation
- Monitoring of models
- Update and validation
- Versioning management
Delivery Methods
Online
- Convenience of participating from anywhere
- Interactive live sessions with trainer
- Materials available for 30 days
- No travel costs
On-site
- Direct contact with trainer and group
- Intensive hands-on workshops
- Networking with other participants
- Full focus on learning
Frequently asked questions
Who is the Machine Learning in Finance using Python training for?
This training is designed for professionals looking to develop skills in machine learning in finance using python. Required level: advanced.
How long is the Machine Learning in Finance using Python training?
The training lasts 3. Available in online or on-site format.
Will I receive a certificate?
Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.
Can this training be conducted for a closed group?
Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.
Request a quote
Funding Options
Check funding options for your company
Development Services Database
Up to 80% funding for SMEs from EU funds
Check availabilityNational Training Fund
Up to 100% funding for employers
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We train teams at Poland's largest companies
Interested in this training?
Contact us - we'll prepare an offer tailored to your organization's needs.