Systems Core Courses

IIT Bombay;  NPTEL

Physics of Biological Systems

Explore physical principles in biological systems, from pattern formation to cellular transport, using statistical physics, stochastic processes, and non-linear dynamics. Gain insights into diverse biological phenomena.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IIT Roorkee;  NPTEL

Modelling And Simulation Of Dynamic Systems

Explore mathematical modeling and simulation techniques for dynamic systems, covering bond graphs, system models, transfer functions, and practical applications in engineering and optimization.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Noise Control in Mechanical Systems

Master the principles and strategies of noise control engineering, from acoustic fundamentals to practical applications in mechanical systems, including measurement techniques and innovative control solutions.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IIT Roorkee;  NPTEL

Steam And Gas Power Systems

Comprehensive exploration of steam and gas power systems, covering Rankine cycles, turbines, boilers, and gas turbines. Ideal for mechanical engineering students seeking in-depth knowledge of power generation technologies.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Google Cloud Fundamentals: Core Infrastructure - 简体中文

Google Cloud 基礎知識：「核心基礎架構」介紹了在使用 Google Cloud 時會遇到的重要概念和術語。本課程會透過影片和實作研究室來介紹並比較 Google Cloud 的多種運算和儲存服務，同時提供重要的資源和政策管理工具。

• Coursera
• 5 hours 4 minutes
• On-Demand
• Free Online Course (Audit)

IISc Bangalore;  NPTEL

Heat Transfer and Combustion in Multiphase Systems

Explore thermodynamics and transport processes in multiphase systems, covering droplet combustion, evaporation, sessile droplets, boiling, and sprays. Gain insights applicable to various industries and engineering fields.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

IIT Kanpur;  NPTEL

Computer Aided Decision Systems - Industrial practices using Big Analytics

Explore Industry 4.0's impact on decision-making through Big Data Analytics in retail, manufacturing, healthcare, and transportation. Learn practical tools and applications for data-driven insights.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

HRD: Strategies and Systems

Master strategic approaches to human resource development, from needs analysis and competency mapping to training delivery and evaluation systems for organizational success.

• Swayam
• 10 weeks
• On-Demand
• Free Online Course

IIT Mandi;  NPTEL

Linear Dynamical Systems

Comprehensive exploration of linear system theory, covering state-space solutions, stability, controllability, and observer design. Strengthens mathematical proofs and logical reasoning skills.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

IIT Bombay;  NPTEL

Behavioural Theory of Systems with a View Toward Data Driven Control

Explore advanced data-driven control systems design through behavioral theory, focusing on system trajectories, persistency of excitation, and practical applications in aerospace and robotics.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

IIT Kharagpur;  NPTEL

Recommender Systems

Explore recommender systems' foundations, algorithms, and applications. Learn data preprocessing, collaborative filtering, content-based techniques, and evaluation methods for effective recommendation systems.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

NPTEL;  IIT Indore

Systems and Usable Security

This course will give an understanding of the principles of systems security from application viewpoint. Student will obtain hands-on experience on security threats and counter-measures.

• Swayam
• 4 weeks
• On-Demand
• Free Online Course

Avado

Core Behaviours for People Professionals

Learn to lead with integrity! Master essential ethical practices and professional conduct skills for a respectful, inclusive workplace. Gain insights to navigate challenges and apply ethics in real-world scenarios.

• edX
• 5 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)

Essential Google Cloud Infrastructure: Core Services - 简体中文

这门自助式速成课程向学员介绍 Google Cloud 提供的灵活全面的基础架构和平台服务，其中着重介绍了 Compute Engine。学员将通过一系列视频讲座、演示和动手实验，探索和部署各种解决方案元素，包括网络、系统和应用服务等基础架构组件。本课程的内容还包括如何部署实用的解决方案，包括客户提供的加密密钥、安全和访问权限管理、配额和结算，以及资源监控。

• Coursera
• 7 hours 13 minutes
• On-Demand
• Free Online Course (Audit)

Production Machine Learning Systems - Français

Explorez les composants et bonnes pratiques pour construire des systèmes de ML performants en production, en abordant l'entraînement, l'inférence, les tâches distribuées et les TPU.

• Coursera
• 16 hours 46 minutes
• On-Demand
• Free Online Course (Audit)