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ML model weights can be saved and loaded using serialization libraries like pickle or joblib.
Use serialization libraries like pickle or joblib to save and load model weights.
For saving weights: model.save_weights('model_weights.h5')
For loading weights: model.load_weights('model_weights.h5')
YOLO (You Only Look Once) algorithm is a real-time object detection system that processes images in a single pass.
YOLO divides the image into a grid and predicts bounding boxes and probabilities for each grid cell.
It uses a single neural network to predict multiple bounding boxes and class probabilities simultaneously.
YOLO is known for its speed and accuracy in object detection tasks.
Example: YOLO can detect objects li...
Basic question related to array
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Basic c and java related questions
TCS interview questions for designations
In Java, public, private, and protected are access modifiers used to control the visibility of classes, methods, and variables.
public: accessible from any other class
private: accessible only within the same class
protected: accessible within the same package and subclasses
Example: public class MyClass {}
Example: private int myVar;
Example: protected void myMethod() {}
Get interview-ready with Top TCS Interview Questions
I applied via Campus Placement
It was easy, Data Structure array
Basic js question and reactjs questions
I am a dedicated and experienced System Engineer with a strong background in network infrastructure and troubleshooting.
Over 5 years of experience in designing, implementing, and maintaining complex systems
Proficient in network protocols such as TCP/IP, DNS, DHCP
Skilled in troubleshooting hardware and software issues
Certified in Cisco CCNA and CompTIA Network+
Strong communication and problem-solving skills
I appeared for an interview in Sep 2024, where I was asked the following questions.
INNER JOIN returns matching rows, while OUTER JOIN returns all rows with matches and NULLs for non-matching rows.
INNER JOIN: Combines rows from two tables where there is a match in both tables.
Example: SELECT * FROM A INNER JOIN B ON A.id = B.id; // Returns only matching rows.
OUTER JOIN: Combines rows from two tables, returning all rows from one table and matching rows from the other.
Types of OUTER JOIN: LEFT JOIN (all...
A subquery is a query nested within another SQL query, while a join combines rows from two or more tables based on related columns.
A subquery can return a single value or a set of values to be used in the main query.
Example of a subquery: SELECT name FROM employees WHERE id IN (SELECT employee_id FROM sales);
Joins combine rows from two or more tables based on a related column between them.
Example of a join: SELECT empl...
Python's built-in decorators are functions that modify the behavior of other functions or methods.
1. @staticmethod: Defines a method that does not operate on an instance of the class. Example: class MyClass: @staticmethod def my_method(): pass
2. @classmethod: Defines a method that operates on the class itself rather than an instance. Example: class MyClass: @classmethod de...
I applied via Company Website and was interviewed in Jan 2024. There were 2 interview rounds.
I applied via Company Website and was interviewed in May 2024. There were 2 interview rounds.
Some of the top questions asked at the TCS System Engineer interview for experienced candidates -
The duration of TCS System Engineer interview process can vary, but typically it takes about less than 2 weeks to complete.
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