The course Artificial intelligence for Telecom is an essential first step in establishing your understanding of how Artificial Intelligence (AI) is changing the telecoms industry.he course takes you through the basic terminology and features of AI, identifies the various types and usages of AI and discusses the applications fields in AI.
Within this AI Training, will also discuss Machine Learning and Deep Learning, and explain the role of Big Data. We will also discuss about technology behind chatGPT and its applications.
Finally, we will focus on deployment of artificial intelligence in networks, we will understand how Artificial intelligence manage Data-driven Network, and finish the course by specific 4G and 5G use cases.
• Introduction to AI
• AI classification
• Introduction to machine learning
• AI background and definitions
• AI in telecom
• AI in self-driving cars
• AI in industry
• What is machine learning
• Supervised learning
• Unsupervised learning
• Semi-supervised learning
• Reinforcement learning
• What is a neural network?
• Supervised learning with neural networks
• Why deep learning is taking off
• Origins of neural networks
• Self-organizing networks
• Multi-layer perceptron Binary classification Binary classification
• CNNs, LSTMs, RNNs, GANs
• RBFNs, DBNs, RBMs
• MLPs, SOMs, Autoencoders
• Types and expressions
• Variables and strings
• Tuples
• Lists and dictionaries
• Introduction to big data
• Types and characteristics of big data
• Roles of big data
• Microsoft CNTK, TensorFlow, PyTorch
• DeepLearning4J, Keras, ONNX
• MXNet, Caffe
• Overview of ChatGPT and its evolution
• Technology behind ChatGPT
• ChatGPT and chatbots
• Language generation, sentiment analysis, text summarization
• ChatGPT in medical diagnosis
• Telecom complexity requires AI
• AI technology adoption with service providers
• Challenges for successful AI adoption
• Benchmark of AI offerings within telcos
• Added value of AI in operators
• Why AI in 4G/5G networks?
• What can AI do for networks?
• How to introduce AI in networks
• ETSI-ENI architecture
• AI for RAN network management
• Fault detection in 4G and 5G RAN
• Customer QoS determination
• AI for network optimization (practical)
• AI for network operations
Comprehensive AI training for telecom professionals. Covers AI fundamentals, machine learning, deep
learning, generative AI (ChatGPT), big data, Python basics, AI frameworks, and practical 4G/5G AI use
cases for network management, optimization, and operations.
This course is designed for ICT engineers
Start your 5G journey and obtain 5G certification
contact us: contact@5GWorldPro.com5GWorldPro.com is Training and Consulting company specialized in 5G, we provide training and consulting services to telcos and other corporates and institutions. We have helped countless individuals achieve their career and life dreams. We are committed to providing excellent education, training and resources so that our students will thrive in today’s competitive world of Telecommunications. With flexible and 100% customized Training Program options and great instructors, we’re sure you’ll be satisfied with your education at 5GWorldPro.com
Contact us: contact@5GWorldPro.com
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