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Explainability in Deep Learning: Demystifying Black-Box Models

 21 Hours

Delivered as an instructor-led, live training in Srbija (online or onsite), this course is designed for advanced professionals who wish to explore cutting-edge XAI techniques for deep learning models, focusing on the development of interpretable AI systems.

By the end of this training, participants will be able to:

  • Understand the challenges of explainability in deep learning.
  • Implement advanced XAI techniques for neural networks.
  • Interpret decisions made by deep learning models.
  • Evaluate the trade-offs between performance and transparency.
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Primenjena veštačka inteligencija od nule u Python-u

 28 Hours
Ova praktična obuka Srbija pomaže programerima da izgrade modele veštačke inteligencije od nule koristeći Python. Ovladati ćete nadzorom učenja, neuronalim mrežama i tehnikama bez nadzora uz upotrebu scikit-learn i Apache Spark biblioteka. Fokus je stavljen na praktične vežbe u Jupyter beležnicama radi rešavanja stvarnih problema.
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Duboko jачe učenje sa Pythonom

 21 Hours
Ova usmerena obuka u Srbija pokriva teorijske osnove i praktičnu implementaciju dubokog jачeg učenja koristeći Python. Učesnici će izgraditi i obučavati DRL agente koristeći TensorFlow ili PyTorch, primenjujući ključne algoritme kao što su DQN i PPO za rešavanje kompleksnih stvarnih problema.
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Overview of Artificial Intelligence (AI)

 7 Hours
This introductory training on Srbija provides a comprehensive exploration of AI fundamentals, covering the spectrum from intelligent agents to machine learning. It empowers executives and architects to evaluate emerging AI trends, integrate practical solutions, and drive business agility through automated strategies.
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AI in the Automotive Sector

 14 Hours
Discover how Machine Learning and Deep Learning are reshaping the automotive landscape. This Srbija course delves into fundamental concepts spanning simple automation to autonomous decision-making, featuring neural networks and practical TensorFlow examples tailored for real-world use cases.
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Artificial Neural Networks, Machine Learning, and Deep Thinking

 21 Hours
This three-day program in Srbija delves into both the theoretical and practical aspects of Artificial Neural Networks, Machine Learning, and Deep Learning. Participants will examine network architectures, learning mechanisms, and the underlying mathematical principles, progressing from fundamental perceptrons to sophisticated deep learning techniques.
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Pattern Recognition

 21 Hours

This instructor-led, live training in Srbija (online or onsite) offers an introduction to the fields of pattern recognition and machine learning. It covers practical applications in statistics, computer science, signal processing, computer vision, data mining, and bioinformatics.

By the end of this training, participants will be able to:

  • Apply core statistical methods to pattern recognition.
  • Use key models like neural networks and kernel methods for data analysis.
  • Implement advanced techniques for complex problem-solving.
  • Improve prediction accuracy by combining different models.
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Comprehending Deep Neural Networks

 35 Hours
This 35-hour curriculum in Srbija delves into the fundamentals of deep neural networks, encompassing CNNs, RNNs, and generative models such as GANs. Participants will gain practical experience with Theano and TensorFlow, learning to build, train, and deploy production-grade deep learning models suited for real-world scenarios.
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Testimonials(3)

Getting people that never used AI some repetition in prompting and people that do use AI to consider different methods to using it.

Matthew Gay - Tarsus Pharmaceuticals

Course - Artificial Intelligence (AI) Overview

Working from first principles in a focused way, and moving to applying case studies within the same day

Maggie Webb - Department of Jobs, Regions, and Precincts

Course - Artificial Neural Networks, Machine Learning, Deep Thinking

That it was applying real company data. Trainer had a very good approach by making trainees participate and compete

Jimena Esquivel - Zaklad Uslugowy Hakoman Andrzej Cybulski

Course - Applied AI from Scratch in Python

Upcoming Courses

Overview of Artificial Intelligence (AI)

2026-12-21 09:30
7 hours
Green Heart Complex
203 EUR (Online)
203 EUR (Classroom)

Duboko jачe učenje sa Pythonom

2027-01-04 09:30
21 hours
Green Heart Complex
608 EUR (Online)
608 EUR (Classroom)

AI in the Automotive Sector

2027-01-18 09:30
14 hours
Green Heart Complex
405 EUR (Online)
405 EUR (Classroom)

AI in the Automotive Sector

2027-02-01 09:30
14 hours
Green Heart Complex
405 EUR (Online)
405 EUR (Classroom)

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