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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
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €4560 online delivery, based on a group of 2 delegates, €1440 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
Please see our public courses