Need a tutor in software development
Budget: $13.0 - $30.0
HOURLY / AS_NEEDED
⭐ 5.00 (14)
South Africa
java, javascript, scala, php
Msc in Machine Learning (IoT) with AI: Tutor for University Postgraduate Student urgently required to coach and mentor.
Programme Overview
The MSc in Internet of Things with Artificial Intelligence combines IoT engineering, embedded systems, cloud computing, cybersecurity, data engineering and artificial intelligence. The tutor should help the student understand concepts and develop practical competence.
IoT Fundamentals
IoT architectures, embedded systems, sensors, actuators, Raspberry Pi, ESP32, Arduino.
Networking
TCP/IP, MQTT, CoAP, REST APIs, Bluetooth LE, ZigBee, LoRaWAN, Wi-Fi, 5G.
Cybersecurity
Authentication, encryption, secure communications, privacy and device security.
Cloud & Edge
AWS, Azure, GCP, Edge AI, containers, deployment.
Data Engineering
Data collection, preprocessing, streaming, databases, feature engineering.
Machine Learning
Supervised/unsupervised learning, regression, classification, clustering, model evaluation, hyperparameter tuning.
Deep Learning
Neural networks, CNNs, RNNs, LSTMs, transfer learning, TensorFlow, PyTorch.
AI for IoT
Predictive maintenance, smart cities, TinyML, edge inference, sensor analytics.
Programming
Python, SQL, Git, Linux, APIs, object-oriented programming.
Mathematics
Linear algebra, calculus, probability, statistics, optimisation.
Research
Literature reviews, scientific writing, dissertation planning, presentations.
Tutor Responsibilities
• Weekly online coaching sessions
• Explain difficult concepts
• Review Python notebooks and code
• Debug ML models
• Guide coursework understanding
• Explain research papers
• Assist with exam preparation
• Mentor dissertation planning (without writing assessed work)
Preferred Experience
Commercial ML engineering experience, IoT or embedded AI exposure, teaching or tutoring experience, strong communication skills, GitHub portfolio and cloud deployment experience.
Application Checklist
CV/LinkedIn, GitHub, sample projects, hourly rate, availability, tutoring experience and a brief mentoring methodology.
This is required urgently
Apri su Upwork