module 3:N₂+8e⁻+8H⁺+16ATP → 2NH₃+H₂
Nitrogenase killed by O₂ → leghemoglobin binds O₂ (pink), nodules block O₂ + high respiration lowers free O₂.Plant gives sugars; rhizobia fix N₂.High N: glutamate | Low N: glutamine.Plant flavonoids → bacterial Nod factors (LPS signals) →symbiosis. Root hair curls (“shepherd’s crook”) trap bacteria + start nodule formation.
Archaea: once thought only extremophiles → actually everywhere. Identified via 16S rRNA (distinct from
*Justice
*Meaning*: Justice is the ideal of fairness in society. The Preamble aims to secure _Social, Economic and Political Justice_ for all citizens.
*Types*:
- *Social Justice*: No discrimination on caste, religion, gender. Equal status and dignity. _Articles 14-18, 38_.
- *Economic Justice*: Fair wealth distribution, adequate livelihood, no exploitation. _Article 39(b)(c)_.
- *Political Justice*: Equal political rights, one person one vote. _Articles 325, 326_.
*Key Case*: _Kesavananda Bharati
1.Explain the Candidate-Elimination algorithm with a suitable example. Describe how the version space is maintained.
The Candidate-Elimination Algorithm is a concept learning method in Machine Learning that identifies all hypotheses consistent with the training data. Instead of finding just one hypothesis, it maintains a version space—the set of all hypotheses that correctly classify the observed examples.
The version space lies between two boundaries:
S (Specific boundary)
CHAPTER: OVERVIEW OF GOODS AND SERVICES
TAX (GST)1. INTRODUCTION=The taxation system is a vital component of any country's economic structure, enabling governments to generate revenue for public welfare and infrastructure development. In India, the indirect taxation system historically consisted of multiple taxes such as Value Added Tax (VAT), Service Tax, and Excise Duty, leading to complexity, inefficiency, and cascading effects. To address these issues and create a unified tax structure, the Government
EXPERIMENT 4 — DETECTION OF COLIFORM BACTERIA IN WATER
-Adoption Process- innovators early adopters early majority late majority laggards
-Administered VMS- coordination through size/power not ownership
-Advertising- paid nonpersonal promotion by sponsor
-Advertising Agency- firm that plans+executes ads
-Advertising Budget Methods- affordable percentage sales competitive parity objective task
-Advertising Objectives- informative persuasive reminder
-Advertising Strategy- message creation+media selection
-AI in Marketing- analyzing data for better decisions
-
Strategic Planning-Process of creating a long-term fit between company goals, capabilities, and market opportunities--Mission Statement-Defines company purpose and emphazises strengths and customer experience. SBU- A division, product line or single product Brand--BCG Growth Share Matrix- uses market growth(attractiveness) +market share (strength)>>>categories STAR: HIGH GROWTH, HIGH SHARE CASHCOW:LOW GROWTH, HIGH SHARE QUESTION MARKS: HIGH GROWTH LOW SHARE DOGS: LOW GROWTH LOW SHARE---
1. Sole Proprietorship
onditions: General (age 18+, legal capacity, clean record Specific (education/practice
Types based on capability:
• Handicraft: requires apprentice certificate.
• Bounded: requires special certification.
• Free: no specific qualifications needed.
Liability: Unlimited (personal assets included).
4. Limited Liability Co. (S.R.O.)
Most popular in Slovakia. 1 to 50 partners.
Capital: Min. 5,000 €, min. partner deposit 750 ‹
Liability: Limited (up to deposit height
• Risk Fund:
Regression and Segmentation are two important analytical approaches used in data science. Regression is used to predict continuous numerical values, such as sales, profit, or temperature. It establishes a relationship between dependent and independent variables. On the other hand, Segmentation (often linked with clustering) is used to group similar data points into distinct categories based on patterns, such as customer segmentation in marketing.Supervised and Unsupervised learning are the two main