DEV Community: theiot academy

Text Preprocessing in NLP: Steps, Methods & Techniques

theiot academy — Thu, 24 Sep 2026 06:35:04 +0000

Explore how raw text is cleaned and prepared for NLP analysis through techniques such as text cleaning, tokenisation, stop-word removal, stemming, lemmatisation, POS tagging, NER, and vectorisation. The IoT Academy explains text preprocessing in an NLP and structured way.

How Does the I2C Protocol Work in Embedded Systems?

theiot academy — Thu, 24 Sep 2026 05:59:02 +0000

Learn how I2C enables communication between multiple devices using SDA and SCL lines. This guide from The IoT Academy explores master-slave communication, addressing, speed modes, applications, advantages, limitations, and real-world examples.

Game Playing in AI: Techniques & Strategies

theiot academy — Thu, 24 Sep 2026 05:46:38 +0000

Learn how game playing in artificial intelligence works, including Minimax, Alpha-Beta Pruning, Heuristic Search, Monte Carlo Tree Search, and Reinforcement Learning. Explore its strategies, applications, and real-world examples with The IoT Academy.

Model Based Reflex Agent: Working, Architecture, and Real-World Applications

theiot academy — Wed, 22 Jul 2026 07:43:53 +0000

A model based reflex agent is an AI system that uses an internal model of its environment to make intelligent decisions. The IoT Academy explains its working, architecture, key features, advantages, and real-world applications with simple examples to help you understand this important AI concept.

Cloud Computing and Its Role in IoT

theiot academy — Wed, 22 Jul 2026 07:38:06 +0000

Cloud computing and its role in IoT are essential for enabling real-time data storage, processing, and remote device management. The IoT Academy explains how cloud platforms support IoT ecosystems, improve scalability, enhance security, and power smart applications across industries with practical examples.

Fading in Wireless Communication

theiot academy — Tue, 21 Jul 2026 06:24:40 +0000

Learn what fading in wireless communication is, why it affects signal quality, and how different types of fading impact wireless networks. Discover practical techniques engineers use to reduce fading and improve communication reliability in IoT, 5G, and modern wireless systems.

Top MLOps Tools in 2026: A Complete Guide for ML Engineers

theiot academy — Tue, 21 Jul 2026 05:57:27 +0000

Explore the most popular MLOps tools used for model deployment, monitoring, versioning, and automation. Compare leading platforms, understand their use cases, and choose the right MLOps solution for building scalable machine learning workflows.

How to Become a Blockchain Developer?

theiot academy — Tue, 21 Jul 2026 05:49:43 +0000

Want to become a blockchain developer? Learn the essential programming skills, blockchain concepts, development roadmap, and career opportunities to build a successful career in blockchain technology. Discover the tools and technologies employers value in 2026.

Difference Between RNN and LSTM: Key Differences Explained

theiot academy — Mon, 20 Jul 2026 05:59:30 +0000

The difference between RNN and LSTM lies in how they process sequential data and handle long-term dependencies. This blog compares their architecture, working, advantages, limitations, and practical applications with simple examples to help beginners understand when to use each neural network model.

Wireless Sensor Networks in IoT: Architecture, Benefits, and Applications

theiot academy — Mon, 20 Jul 2026 05:39:05 +0000

Wireless sensor networks in IoT enable smart devices to collect, process, and transmit real-time data without wired connections. This blog explains how WSNs work, their architecture, key components, benefits, and real-world applications in areas such as healthcare, agriculture, smart cities, and industrial automation.

Knowledge Based Agent in AI: Working, Architecture, and Applications

theiot academy — Fri, 17 Jul 2026 11:40:59 +0000

A knowledge based agent in AI uses stored knowledge and logical reasoning to make informed decisions in dynamic environments. This blog explains its architecture, key components, advantages, and practical applications with examples that make the concept easy to understand for beginners and AI enthusiasts.

Different Types of Agents in AI

theiot academy — Fri, 17 Jul 2026 11:27:47 +0000

Understanding the different types of agents in AI is essential for learning how intelligent systems make decisions. This blog covers simple reflex agents, model based reflex agents, goal based agents, utility based agents, and learning agents, along with their characteristics, working principles, and real-world examples.