5G & AI

Overview

, 5G Architecture, Use cases of AI, Machine learning, deep learning, Gen AI in telecom

What you'll learn

5G

Overview

Artificial Intelligence Basics
AI use in Telecom
5G Network Architecture
Machine Learning & its implementation in Telecom
Machine Learning Basics
Supervised Learning
Linear Regression
Logistic Regression

Requirements

It is a course for everyone from beginner to expert level

Description

5G, known as fifth generation, is a technology focused on providing better wireless connectivity in telecom domain by enabling -•Enhanced broadband (eMBB)•Massive machine to machine communication (MMTC)• Ultra reliable low latency communication (URLLC)AI and Machine learning is fueling the efficiency in Telecom with new use cases- including predictive analytics, network optimization, data-driven planning.1.

Overview

of 5GEvolution of Telecom TechnologiesWhat is 5G?Technical Capabilities of 5G5G Design Goals2. AI BasicsWhat is Artificial Intelligence (AI)?Case Study: How Siri WorksExample: Telecom Chatbots Leveraging AIWhat is Machine Learning (ML)?Example: Netflix Recommendation System & Telecom NetworksWhat is Deep Learning?How Facial Recognition WorksExample: Detecting KPI Deviations and Traffic SpikesWhat is Generative AI (GenAI)?Example: AI-Driven Predictive Use Cases in Telecom3. 5G Architecture

Overview

of Telecom Network ArchitectureBuilding Blocks of 5GRadio Access Network (RAN)Transport NetworkCore Network4. Machine Learning & its implementation in Telecom4.1 Machine Learning BasicsTypes of ML: Supervised, Unsupervised, ReinforcementML Use Cases in Telecom Networks4.2 Supervised LearningWhat is Supervised Learning ?Types of supervised learningUse of Supervised learning in Telecom4.3 Linear RegressionWhat is Linear RegressionHypothesisCost FunctionGradient DescentUse of linear regression in Telecom4.4 Logistic RegressionWhat is Logistic RegressionSigmoid Function

Who this course is for

Suitable for the engineers working in 5G and AI space or planning to get into technical domain of 5G and AI
Suitable for Managers working in telecom operators and planning to deploy or manage 5G networks
Suitable for beginners who are interested to get into telecom domain and learn new technology such as 5G and AI
Homepage:

https://www.udemy.com/course/5g-ai-for-everyone/