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Article Result 41

Chatbot Development

NLP — ADVANCED Chatbot Development Build smart, AI-powered chatbots using Python, NLP, and modern Deep Learning models. What is a Chatbot? A Chatbot is an AI-powered software that can interact with humans through natural language, either via text or voice. Cha...

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Article Result 42

Chatbot Project

Machine Learning Project Chatbot Project Build an end-to-end intent-based customer-support chatbot using Natural Language Processing, TF-IDF vectorization, Logistic Regression, entity extraction, confidence thresholds, dialogue state, safe fallback responses, ...

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Article Result 43

Choosing Tools for Solution Design

Choosing Tools for Solution Design Choosing Tools for Solution Design is the second important stage in an end-to-end Microsoft Power Platform project. After completing project planning and requirement analysis, the next task is to decide which tools, services,...

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Article Result 44

CI/CD for ML

MLOps Fundamentals CI/CD for ML Learn how Continuous Integration and Continuous Delivery practices automate the validation, packaging, registration, deployment, promotion, monitoring, and rollback of Machine Learning applications, pipelines, models, data contr...

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Article Result 45

Class - XII: SEMESTER – III: Unit – 1: Python Programming: Section 1: Familiarization with the basics of Python programming

Python Programming এর মৌলিক পরিচিতি বর্তমান সময়ে সবচেয়ে জনপ্রিয় এবং শক্তিশালী প্রোগ্রামিং ভাষাগুলোর মধ্যে Python অন্যতম। সহজ Syntax, কম কোডে কাজ করার সুবিধা এবং অসংখ্য Library থাকার কারণে Python বর্তমানে Web Development, Data Science, Artificial Intelligenc...

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Article Result 46

Class - XII: SEMESTER – IV: Unit – 2: Data Warehousing and Data Mining: Section 2: Data Mining Applications and Trends

DATA MINING APPLICATIONS & TRENDS Data Mining Applications and Trends Sequence, time-series, symbolic, biological, statistical, visual ও audio data mining-এর ব্যবহার, challenge এবং modern trend সহজ বাংলায় Before You Start (Prerequisites) এই article বোঝার আগে ...

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Article Result 47

Class - XII: SEMESTER – IV: Unit – 3: Foundation of Artificial Intelligence (AI): Section 1: Introduction to Artificial Intelligence

ARTIFICIAL INTELLIGENCE FOUNDATION Foundation of Artificial Intelligence (AI) Class 12 Bangla Medium Students-এর জন্য AI-এর পরিচিতি, working process, scope, history, applications, limitations এবং responsible use Before You Start (Prerequisites) এই chapter শুরু...

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Article Result 48

Class - XII: SEMESTER – IV: Unit – 3: Foundation of Artificial Intelligence (AI): Section 2: AI Subfields and Technologies

ARTIFICIAL INTELLIGENCE AI Subfields and Technologies Machine Learning, Deep Learning, Neural Networks, Natural Language Processing এবং Computer Vision-এর সহজ ও বিস্তারিত পরিচিতি Before You Start (Prerequisites) এই chapter বোঝার আগে নিচের basic ধারণাগুলো জানা ...

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Article Result 49

Class - XII: SEMESTER – IV: Unit – 3: Foundation of Artificial Intelligence (AI): Section 4: Applications of AI

ARTIFICIAL INTELLIGENCE APPLICATIONS Applications of Artificial Intelligence Finance, Customer Service এবং Education-এ AI কীভাবে কাজ করে, কী সুবিধা দেয় এবং কোথায় human oversight দরকার Before You Start (Prerequisites) এই chapter বোঝার আগে নিচের basic ধারণাগুল...

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Article Result 50

Class - XII: SEMESTER – IV: Unit – 3: Foundation of Artificial Intelligence (AI): Section 5: Ethical and Social Implications of AI

RESPONSIBLE ARTIFICIAL INTELLIGENCE Ethical and Social Implications of Artificial Intelligence AI bias, fairness, privacy, transparency, employment, inequality এবং responsible AI সহজ বাংলায় Before You Start (Prerequisites) এই chapter বোঝার আগে নিচের basic ধার...

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Article Result 51

Cloud basics (AWS/Azure)

AI Deployment & MLOps Cloud Basics: AWS and Azure Learn the basic cloud computing concepts required for AI deployment and MLOps, including compute, storage, networking, security, deployment models, and the role of AWS and Azure in running modern AI systems. In...

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Article Result 52

Cloud ML Platforms (AWS SageMaker, Bedrock)

Model Deployment Cloud ML Platforms: AWS SageMaker and Bedrock Learn how Amazon SageMaker AI and Amazon Bedrock support different Machine Learning and generative AI workloads. Compare their use cases, architecture, deployment models, security controls, monitor...

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Article Result 53

CNN (Image recognition)

Deep Learning for Computer Vision CNN (Image Recognition) Learn how Convolutional Neural Networks help computers understand images, detect objects, and classify visual information using deep learning. Introduction to CNN CNN stands for Convolutional Neural Net...

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Article Result 54

Community Access and Alumni Network

Course Completion and Certification Community Access and Alumni Network Learn how to participate responsibly in a Machine Learning learning community, build a sustainable alumni network, ask and answer technical questions, exchange project feedback, support pe...

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Article Result 55

Complete Guide: Conducting a AI / Machine Learning Engineer Interview for Associate and Analyst Levels

AI / MACHINE LEARNING TECHNICAL INTERVIEWING Conducting an AI / ML Engineer Technical Interview: The Complete Playbook A detailed, end-to-end guide to interviewing AI / Machine Learning Engineer candidates for two levels — a more junior Associate role and a ...

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Article Result 56

Components Overview (Big Picture)

Components Overview (Big Picture) Microsoft Power Platform is a collection of low-code tools that helps users build business applications, automate workflows, analyze data, create websites, build AI-powered agents, and manage business data. To understand Power...

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Article Result 57

Comprehensive Guide to Unstructured Data Classification

Unstructured Data Classification is one of the most important applications of Machine Learning and Artificial Intelligence. It involves organizing, analyzing, and categorizing data that does not follow a fixed structure or predefined format. Unlike structured ...

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Article Result 58

Comprehensive Machine Learning Tutorial: A Beginner’s Guide

Practical Machine Learning Machine Learning Tutorial Build your first Machine Learning model step by step using Python, pandas, Matplotlib, and scikit-learn. Introduction Machine Learning becomes easier to understand when theoretical concepts are connected to ...

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Article Result 59

Confusion Matrix

MODEL EVALUATION — METRICS Confusion Matrix The visual summary of every Machine Learning model's performance — true vs predicted at a glance. Introduction to Confusion Matrix A Confusion Matrix is a table that helps us understand how well a classification mode...

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Article Result 60

Continued Learning Paths and Resources

Course Completion and Certification Continued Learning Paths and Resources Build a sustainable Machine Learning development plan after course completion by identifying skill gaps, selecting a role-aligned specialization, choosing trustworthy resources, applyin...

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