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What is NABARD?
NABARD: National Bank for Agriculture and Rural Development
### Instruction: What is NABARD? ### Response: NABARD: National Bank for Agriculture and Rural Development
What is the significance/value of Article 324?
Article 324: Election Commission of India
### Instruction: What is the significance/value of Article 324? ### Response: Article 324: Election Commission of India
What is Sub-duplicate ratio of a?
Sub-duplicate ratio of a: b is sqrt(a):sqrt(b)
### Instruction: What is Sub-duplicate ratio of a? ### Response: Sub-duplicate ratio of a: b is sqrt(a):sqrt(b)
What is Mini-batch?
Mini-batch: uses small batches, balance between batch and SGD
### Instruction: What is Mini-batch? ### Response: Mini-batch: uses small batches, balance between batch and SGD
What is Fixed Deposit?
Fixed Deposit: lump sum for fixed period at fixed interest
### Instruction: What is Fixed Deposit? ### Response: Fixed Deposit: lump sum for fixed period at fixed interest
What is 14 November?
14 November: Children's Day (Nehru's birthday)
### Instruction: What is 14 November? ### Response: 14 November: Children's Day (Nehru's birthday)
What are the key concepts in Syllogism?
All A are B: every A is included in B Some A are B: at least one A is B No A is B: A and B have no overlap Some A are not B: at least one A is not B Conclusion valid only if it follows necessarily from premises Venn diagrams help visualize syllogism problems
### Instruction: What are the key concepts in Syllogism? ### Response: All A are B: every A is included in B Some A are B: at least one A is B No A is B: A and B have no overlap Some A are not B: at least one A is not B Conclusion valid only if it follows necessarily from premises Venn diagrams help visualize syllogis...
What is Convolutional Layer?
Convolutional Layer: applies filters to detect features (edges, textures)
### Instruction: What is Convolutional Layer? ### Response: Convolutional Layer: applies filters to detect features (edges, textures)
What is L2 (Ridge)?
L2 (Ridge): adds squared weights to loss, prevents large weights
### Instruction: What is L2 (Ridge)? ### Response: L2 (Ridge): adds squared weights to loss, prevents large weights
What is the formula for Check meaning: word must fit context?
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### Instruction: What is the formula for Check meaning: word must fit context? ### Response: ================================================================================
What is the significance/value of Article 356?
Article 356: President's Rule in states
### Instruction: What is the significance/value of Article 356? ### Response: Article 356: President's Rule in states
What is the significance/value of Article 32?
Article 32: Right to move Supreme Court (Dr. Ambedkar called it heart of Constitution)
### Instruction: What is the significance/value of Article 32? ### Response: Article 32: Right to move Supreme Court (Dr. Ambedkar called it heart of Constitution)
What is Shadow at sunset?
Shadow at sunset: on East side
### Instruction: What is Shadow at sunset? ### Response: Shadow at sunset: on East side
What is IP Address?
IP Address: unique address for every device on internet
### Instruction: What is IP Address? ### Response: IP Address: unique address for every device on internet
What is Article 360?
Article 360: Financial Emergency
### Instruction: What is Article 360? ### Response: Article 360: Financial Emergency
What is Development Banks?
Development Banks: NABARD, NHB, SIDBI, EXIM Bank
### Instruction: What is Development Banks? ### Response: Development Banks: NABARD, NHB, SIDBI, EXIM Bank
What is FastAPI?
FastAPI: fast web framework for building ML APIs (Parth uses this)
### Instruction: What is FastAPI? ### Response: FastAPI: fast web framework for building ML APIs (Parth uses this)
What is Article 280?
Article 280: Finance Commission
### Instruction: What is Article 280? ### Response: Article 280: Finance Commission
What is Mistral?
Mistral: efficient transformer, sliding window attention, grouped query attention
### Instruction: What is Mistral? ### Response: Mistral: efficient transformer, sliding window attention, grouped query attention
What are the key concepts in Mensuration?
Rectangle: Area = length x breadth, Perimeter = 2(l+b) Square: Area = side^2, Perimeter = 4 x side Triangle: Area = 1/2 x base x height Right triangle: Area = 1/2 x base x perpendicular Circle: Area = pi x r^2, Circumference = 2 x pi x r Cylinder: Volume = pi x r^2 x h, Curved Surface Area = 2 x pi x r x h Cone: Volume...
### Instruction: What are the key concepts in Mensuration? ### Response: Rectangle: Area = length x breadth, Perimeter = 2(l+b) Square: Area = side^2, Perimeter = 4 x side Triangle: Area = 1/2 x base x height Right triangle: Area = 1/2 x base x perpendicular Circle: Area = pi x r^2, Circumference = 2 x pi x r Cylinder...
What is Divisibility by 2?
Divisibility by 2: last digit is 0, 2, 4, 6, or 8
### Instruction: What is Divisibility by 2? ### Response: Divisibility by 2: last digit is 0, 2, 4, 6, or 8
What is the significance/value of Article 21A?
Article 21A: Right to education (6-14 years)
### Instruction: What is the significance/value of Article 21A? ### Response: Article 21A: Right to education (6-14 years)
What is the formula for Amount = Principal x (1 + Rate/100)^Time?
When compounded quarterly: Rate = R/4, Time = 4T
### Instruction: What is the formula for Amount = Principal x (1 + Rate/100)^Time? ### Response: When compounded quarterly: Rate = R/4, Time = 4T
What is the formula for Loss = Cost Price - Selling Price?
Selling Price = Cost Price x (1 + Profit%/100)
### Instruction: What is the formula for Loss = Cost Price - Selling Price? ### Response: Selling Price = Cost Price x (1 + Profit%/100)
What is Impact?
Impact: Accessible speech therapy without expensive therapists
### Instruction: What is Impact? ### Response: Impact: Accessible speech therapy without expensive therapists
What is Virus?
Virus: replicates by infecting files
### Instruction: What is Virus? ### Response: Virus: replicates by infecting files
What is Model Serialization?
Model Serialization: saving trained models
### Instruction: What is Model Serialization? ### Response: Model Serialization: saving trained models
What is 15 August?
15 August: Independence Day
### Instruction: What is 15 August? ### Response: 15 August: Independence Day
What are the key concepts in Common Interview Questions?
Q: What is the difference between supervised and unsupervised learning? A: Supervised learning uses labeled data to predict outputs (classification/regression). Unsupervised learning finds hidden patterns in unlabeled data (clustering/dimensionality reduction). Q: How do you handle imbalanced datasets? A: Oversampling...
### Instruction: What are the key concepts in Common Interview Questions? ### Response: Q: What is the difference between supervised and unsupervised learning? A: Supervised learning uses labeled data to predict outputs (classification/regression). Unsupervised learning finds hidden patterns in unlabeled data (cluster...
What are the key concepts in Indian Geography?
India: 7th largest country by area, 2nd most populous Capital: New Delhi Area: 3.287 million sq km Coastline: 7,516 km Highest peak: Kangchenjunga (Sikkim) - 3rd highest in world Longest river: Ganga (but Indus is longest if including Pakistan part) Largest state by area: Rajasthan Smallest state by area: Goa Largest s...
### Instruction: What are the key concepts in Indian Geography? ### Response: India: 7th largest country by area, 2nd most populous Capital: New Delhi Area: 3.287 million sq km Coastline: 7,516 km Highest peak: Kangchenjunga (Sikkim) - 3rd highest in world Longest river: Ganga (but Indus is longest if including Pakist...
What is the formula for SECTION 6: COMPUTER AWARENESS (FOR BANKING EXAMS)?
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### Instruction: What is the formula for SECTION 6: COMPUTER AWARENESS (FOR BANKING EXAMS)? ### Response: ================================================================================
What is Article 21?
Article 21: Protection of life and personal liberty
### Instruction: What is Article 21? ### Response: Article 21: Protection of life and personal liberty
What is NACH?
NACH: National Automated Clearing House (bulk transactions)
### Instruction: What is NACH? ### Response: NACH: National Automated Clearing House (bulk transactions)
What is Article 32?
Article 32: Right to move Supreme Court (Dr. Ambedkar called it heart of Constitution)
### Instruction: What is Article 32? ### Response: Article 32: Right to move Supreme Court (Dr. Ambedkar called it heart of Constitution)
What is Compound ratio of a?
Compound ratio of a: b and c:d is ac:bd
### Instruction: What is Compound ratio of a? ### Response: Compound ratio of a: b and c:d is ac:bd
What is Marginal Standing Facility (MSF)?
Marginal Standing Facility (MSF): emergency borrowing from RBI above repo rate
### Instruction: What is Marginal Standing Facility (MSF)? ### Response: Marginal Standing Facility (MSF): emergency borrowing from RBI above repo rate
What is the formula for If A is twice as efficient as B, A takes half the time of B?
Net filling rate = 1/x - 1/y (if x < y, tank fills)
### Instruction: What is the formula for If A is twice as efficient as B, A takes half the time of B? ### Response: Net filling rate = 1/x - 1/y (if x < y, tank fills)
What is Area?
Area: 3.287 million sq km
### Instruction: What is Area? ### Response: Area: 3.287 million sq km
What is RNN (Recurrent Neural Network)?
RNN (Recurrent Neural Network): processes sequences, has memory
### Instruction: What is RNN (Recurrent Neural Network)? ### Response: RNN (Recurrent Neural Network): processes sequences, has memory
What is Docker?
Docker: containerize ML applications
### Instruction: What is Docker? ### Response: Docker: containerize ML applications
What is Problem?
Problem: vanishing gradient for long sequences
### Instruction: What is Problem? ### Response: Problem: vanishing gradient for long sequences
What is DNS?
DNS: Domain Name System - converts domain names to IP addresses
### Instruction: What is DNS? ### Response: DNS: Domain Name System - converts domain names to IP addresses
What is Hard Disk?
Hard Disk: permanent storage
### Instruction: What is Hard Disk? ### Response: Hard Disk: permanent storage
What is Same padding?
Same padding: output same size as input
### Instruction: What is Same padding? ### Response: Same padding: output same size as input
What is Article 19?
Article 19: Freedom of speech, assembly, movement, profession
### Instruction: What is Article 19? ### Response: Article 19: Freedom of speech, assembly, movement, profession
What are the key concepts in Inequalities?
A > B means A is definitely greater than B A >= B means A is greater than or equal to B A = B means equal Complementary pairs: >, < and >=, <= If A > B > C, then A > C is definitely true If A > B and B >= C, then A > C is definitely true ================================================================================ ...
### Instruction: What are the key concepts in Inequalities? ### Response: A > B means A is definitely greater than B A >= B means A is greater than or equal to B A = B means equal Complementary pairs: >, < and >=, <= If A > B > C, then A > C is definitely true If A > B and B >= C, then A > C is definitely true ======...
What is Article 324?
Article 324: Election Commission of India
### Instruction: What is Article 324? ### Response: Article 324: Election Commission of India
What is Statutory Liquidity Ratio (SLR)?
Statutory Liquidity Ratio (SLR): percentage of deposits banks must maintain
### Instruction: What is Statutory Liquidity Ratio (SLR)? ### Response: Statutory Liquidity Ratio (SLR): percentage of deposits banks must maintain
What is Steps for solving?
Steps for solving: draw family tree, use M/F to denote gender
### Instruction: What is Steps for solving? ### Response: Steps for solving: draw family tree, use M/F to denote gender
What is Rectangle?
Rectangle: Area = length x breadth, Perimeter = 2(l+b)
### Instruction: What is Rectangle? ### Response: Rectangle: Area = length x breadth, Perimeter = 2(l+b)
What is Learning Rate?
Learning Rate: step size for gradient descent
### Instruction: What is Learning Rate? ### Response: Learning Rate: step size for gradient descent
What is Some A are not B?
Some A are not B: at least one A is not B
### Instruction: What is Some A are not B? ### Response: Some A are not B: at least one A is not B
What is 1 April?
1 April: RBI Foundation Day
### Instruction: What is 1 April? ### Response: 1 April: RBI Foundation Day
What is Article 21A?
Article 21A: Right to education (6-14 years)
### Instruction: What is Article 21A? ### Response: Article 21A: Right to education (6-14 years)
What is MAN?
MAN: Metropolitan Area Network - city level
### Instruction: What is MAN? ### Response: MAN: Metropolitan Area Network - city level