Fundamentals of Deep Learning
Certificate of attendance from Spirit in Projects
Foundation
Do you like to think analytically, are you enthusiastic about the fact that machines can learn and would you like to get to know the potential of neural networks and especially deep learning? If you would like to find out everything about current developments in the field of deep learning, then look forward to this training. Together we train systems that learn tasks in order to then carry them out automatically.
Ihre Lernziele
Understand machine learning methods
Get to know the structure and functionality of neural networks
Apply deep learning to train neural networks
Understand and use application areas such as pattern recognition, image and text processing and object recognition
Use tools and platforms for deep learning
Zielgruppe
Business Analyst
Requirements Engineer
Usability expert
Scrum Masters
AI Expert
Project Manager
Project manager
Demand Managers
Portfolio manager
IT project manager
Test manager
Tester
Test Automation Specialist
Test engineer
Enterprise Architect
System Architect
Software Architect
Software designers
Software developer
Product Owner
and anyone who wants to work with artificial intelligence
Kursinhalt
1
1. Basics
- What is Machine Learning?
- The difference between machine learning and artificial intelligence and data science
2
2. Introduction to the methodological basics
- Difference from traditional software development
- Components of machine learning
3
3. Requirements for machine learning
- Data requirements
- Requirements for predictability
4
4. Learning approaches for machine learning
- Supervised
- Unsupervised
- Reinforcement
5
5. Machine learning model types
- Decision Tree
- Neural Networks
- Regression analysis
6
6. Deep learning
- What is an artificial neural network?
- What is Deep Learning?
- Benefits of Deep Learning
- Simple deep neural networks
- Convolutional Neural Networks
- GAN
- Transformers
7
7. ML platforms and technologies
- Google TensorFlow
- PyTorch
- Repositories
- ML programming languages
Certification
For this training you will receive a certificate of participation from Spirit in Projects.
Mehr zu ZertifizierungenNach dem Kurs empfehlen wir
Kurs auf einen Blick
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Certification Certificate of attendance from Spirit in Projects
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Level Foundation
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Dauer 2 days
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Preis EUR 1,490.-- excl. VAT
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