Project Guru
Research and analytics
22/12/2025
Navigating India’s Advanced Air Mobility (AAM) Opportunity in a Polycentric System
India presents a polycentric system, where aviation authorities, telecom regulators, security agencies, airport operators, and state governments each control distinct but interdependent approval pathways. In early-stage AAM markets, failures are more frequently attributed to governance fragmentation, certification delays, and inter-agency misalignment than to technological infeasibility....
Navigating India’s Advanced Air Mobility (AAM) Opportunity in a Polycentric System India presents a polycentric system, where aviation authorities, telecom regulators, security agencies, airport operators, and state governments each control distinct but interdependent approval pathways. In early-stage AAM markets, failures are more frequently attributed to governance fragmentation...
01/12/2025
Creating and importing a database in MySQL workbench
This article introduces how MySQL Workbench supports that analytical journey by enabling students to explore, understand, and interpret organisational data through structured database environments....
Creating and importing a database in MySQL workbench This article introduces how MySQL Workbench supports that analytical journey by enabling students to explore, understand, and interpret organisational data through structured database environments.
23/11/2025
Regulator & Airspace Governance readiness for AAM in India
Unlike countries where AAM governance is anchored within a central aviation authority (Wiedemann et al., 2024), India’s institutional landscape is characterised by fragmented, multi-layered, and loosely coupled regulatory actors....
Regulator & Airspace Governance readiness for AAM in India Unlike countries where AAM governance is anchored within a central aviation authority (Wiedemann et al., 2024), India’s institutional landscape is characterised by fragmented, multi-layered, and loosely coupled regulatory actors.
10/10/2025
There is a constant decline in the share of public transport due to a failure in providing quality public transport. Advanced Air Mobility (AAM) represents a transformative change for India’s urban mobility paradigm....
Situating Stakeholders in India’s Advanced Air Mobility (AAM) Vision There is a constant decline in the share of public transport due to a failure in providing quality public transport. Advanced Air Mobility (AAM) represents a transformative change for India’s urban mobility paradigm.
02/10/2025
Estimating the difficulty of questions is a crucial step in designing quizzes or tests, as it directly impacts assessment validity, student motivation, and instructional feedback. In educational measurement, question difficulty refers to the proportion of students expected (or observed) to answer an item correctly. A balanced distribution of difficulty levels ensures that the assessment can discriminate effectively between learners of different ability levels while maintaining fairness and engagement....
Question Difficulty and Student Ability in Classroom Assessments Estimating the difficulty of questions is a crucial step in designing quizzes or tests, as it directly impacts assessment validity, student motivation,
Several structural weaknesses have created space for innovative transport solutions, with electric vertical take-off and landing (eVTOL) aircraft increasingly viewed as a viable option for addressing gaps in accessibility, reliability, and last-mile connectivity....
India's Strategic Initiatives for eVTOL and Advanced Air Mobility Several structural weaknesses have created space for innovative transport solutions, with electric vertical take-off and landing (eVTOL) aircraft increasingly viewed as a viable option for addressing gaps in accessibility, reliability, and last-mile connectivity.
07/09/2025
Advanced Air Mobility (AAM) is an emerging aviation concept that aims to revolutionize transportation within and around metropolitan areas....
Framing Advanced Air Mobility (AAM) in India’s Transport Landscape Advanced Air Mobility (AAM) is an emerging aviation concept that aims to revolutionize transportation within and around metropolitan areas.
29/08/2025
Server connections in MySQL plays a central role to define the relationship between the client such as user, application or process es and the database server....
Server connections & administration in MySQL workbench Server connections in MySQL plays a central role to define the relationship between the client such as user, application or process es and the database server.
23/08/2025
MySQL was first released in the mid-1990s. It has evolved into one of the most widely adopted RDBMS platforms across academic, commercial, and open-source communities. The rationale for adopting MySQL in an applied research environment rests primarily on its balance between accessibility and scalability. Unlike proprietary systems such as Oracle Database or Microsoft SQL Server, which demand significant licensing fees and advanced administrative expertise, MySQL offers an open-source community edition that is free to use while retaining sufficient enterprise-grade functionalities....
A Guided Introduction to MySQL Workbench and EER Modeling MySQL was first released in the mid-1990s. It has evolved into one of the most widely adopted RDBMS platforms across academic, commercial, and open-source
Sentiment analysis drives long-term strategic decisions by offering insights into customer expectations and market trends. Companies use it not only to assess current performance but also to anticipate what consumers will want in the future.
Start learning from our notes: https://modules.projectuguru.in/sentiment-analysis
16/08/2025
A relational database management system (RDBMS) helps to store and manage such structured data as tables efficiently....
Understanding RDBMS and its role in data management A relational database management system (RDBMS) helps to store and manage such structured data as tables efficiently.
31/07/2025
This article explores a robust, adaptive framework for incremental learning for sentiment analysis using the SGD Classifier....
Using SGD Classifier to train models with incremental learning This article explores a robust, adaptive framework for incremental learning for sentiment analysis using the SGD Classifier.
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