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Course Outline
Introduction
- Overview of Machine Learning (ML) and Deep Learning (DL) concepts
- Future industry evolutions with ML and DL
Business Strategy with Deep Learning
- Defining business problems
- Data-driven decision making
- Analytical thinking and mindset
- Business strategy modeling
- Case studies and examples
Deep Learning Software and Tools
- Python and Pandas fundamentals
- DL open source tools (TensorFlow, CNTK, Torch, Keras, etc.)
- Use cases and examples
Deep Learning with Neural Networks
- Neural Network Learning (Backpropagation)
- Convolutional Neural Network (CNN)
- Recurrent Neural Network (RNN)
- DL modeling examples
Summary and Next Steps
Requirements
- An understanding of machine learning concepts
- Python programming experience
Audience
- Business analysts
- Data scientists
- Developers
14 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
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Testimonials (2)
Organization, adhering to the proposed agenda, the trainer's vast knowledge in this subject
Ali Kattan - TWPI
Course - Natural Language Processing with TensorFlow
Very updated approach or CPI (tensor flow, era, learn) to do machine learning.
