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AI is necessary in maps for real-time updates, personalized recommendations, and efficient route planning.
Real-time updates: AI can analyze traffic patterns and provide real-time updates to help users avoid congestion.
Personalized recommendations: AI can analyze user preferences and behavior to provide personalized recommendations for restaurants, attractions, etc.
Efficient route planning: AI can optimize routes based ...
I applied via Naukri.com and was interviewed in Nov 2024. There were 2 interview rounds.
SQL, excel, tableau , looker studio
Basic coding qns and aptitude questions which can be done easily
They gave guesstimate questions where scenarios will be given and you have to give an approximate estimate to it based on various factors
I applied via Campus Placement and was interviewed in Apr 2024. There was 1 interview round.
Logistic regression is a linear model used for binary classification, while SVM is a non-linear model that can handle complex decision boundaries.
Logistic regression is a probabilistic model that predicts the probability of a binary outcome based on input features.
SVM aims to find the hyperplane that best separates the classes in a high-dimensional space.
Logistic regression is more interpretable and easier to implement...
LLM stands for Language Model. Fine tuning involves adjusting hyperparameters and training on specific data.
LLM stands for Language Model, which is a type of AI model that predicts the next word in a sentence.
Fine tuning LLM involves adjusting hyperparameters such as learning rate, batch size, and number of training epochs.
Fine tuning also involves training the LLM on specific data related to the task at hand, such as ...
RAG stands for Red, Amber, Green and is a project management tool used to visually indicate the status of tasks or projects.
RAG is commonly used in project management to quickly communicate the status of tasks or projects.
Red typically indicates tasks or projects that are behind schedule or at risk, Amber indicates tasks that are on track but may need attention, and Green indicates tasks that are on schedule or complet...
I applied via Company Website and was interviewed in Feb 2024. There were 2 interview rounds.
Read about MPIN that is used to access mobile banking apps
Many a times users end up setting an MPIN that is guessable because
1. It is a commonly used MPIN eg 1122
2. It is a combination of easily known demographics of the user. Eg: if the birthdate is 02- Jan-1998 then MPIN could be 0201 or 9802 or 0201 etc. Demographics such as these could be used alone or in a combination
a. DOB
b. Wedding Anniversary
c. Spouse birthday
Solutions Required
1. Part A: Assume that the MPIN is 4-digits. Write a program that suggests if the MPIN is a commonly used one. Ignore the demographics for this part
2. Part B: Enhance the above to take user's demographics as input and provides an output
a. Strength: WEAK or STRONG
3. Part C: Enhance the above to provide the following outputs
a. Strength: WEAK or STRONG
b. If weak then the reason why was it considered weak: It should give from the following the reasons as an array. Array should be empty if Strength is STRONG and non-empty if WEAK
i. COMMONLY_USED
ii. DEMOGRAPHIC_DOB_SELF
iii. DEMOGRAPHIC_DOB_SPOUSE
iv. DEMOGRAPHIC_ANNIVERSARY
4. Part E: Above with a 6-digit PIN
5. Write code that tests the above written code using a set of inputs. Write at least 20 test case in PYTHON
I applied via Referral and was interviewed in Jun 2024. There were 3 interview rounds.
50 questions need to do in 15 mins.
I applied via Naukri.com and was interviewed before Oct 2022. There were 3 interview rounds.
Up selling is the practice of encouraging customers to purchase a higher-end product or additional items in order to increase sales.
Understand the customer's needs and preferences to recommend relevant upgrades or add-ons
Highlight the benefits of the higher-end product or additional items
Offer package deals or discounts for purchasing multiple items
Provide excellent customer service to build trust and increase likeliho...
Up selling is the practice of encouraging customers to purchase a higher-end product or additional items in order to increase sales and revenue.
Understand the customer's needs and preferences to recommend relevant products or services
Highlight the benefits and features of the higher-end product to justify the additional cost
Offer package deals or discounts for purchasing multiple items together
Provide excellent custome...
I applied via Campus Placement
Its was data structure and algorithm and SQL round 4 question of dsa and 2 question of sql
OTP less work eliminates the need for one-time passwords for authentication.
OTP less work uses alternative methods like biometrics, push notifications, or hardware tokens for authentication.
It provides a more seamless and user-friendly authentication experience.
Examples include fingerprint scanning on smartphones or security keys for two-factor authentication.
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(Google Maping
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