mysql

MYSQL

Exam Instructions:

Total Number of Questions: 45
You will be required to answer a total of 45 multiple-choice questions.

Time Limit: 15 minutes for the entire exam
 Once the time is up, the exam will automatically submit.

Passing Criteria:
A minimum score of 50% is required to pass the exam

Multiple Attempts:
You are allowed to take the exam multiple times. Only your highest score will be considered for certification.

Additional Instructions:

The exam timer cannot be paused once it begins.

Good luck, and feel free to retake the exam to improve your score!


html1

MYSQL

Test your MYSQL skills with a challenging exam designed to evaluate your knowledge in programming, data structures, and algorithms

The certificate will be generated based on the information you provide in the form, so please ensure that all details are entered correctly.

1 / 45

1) How do you change a column’s data type in MySQL?

2 / 45

2) What is the purpose of the LIKE operator in MySQL?

3 / 45

3) What is the role of the INFORMATION_SCHEMA in MySQL?

4 / 45

4) How do you find the count of records in a MySQL table?

5 / 45

5) What does the term “referential integrity” mean in MySQL?

6 / 45

6) How do you optimize a slow query in MySQL?

7 / 45

7) What is the purpose of the JOIN clause in MySQL?

8 / 45

8) How do you add a foreign key constraint in MySQL?

9 / 45

9) What is the purpose of the NOW() function in MySQL?

10 / 45

10) How do you implement user privileges in MySQL?

11 / 45

11) What does the term “data model” refer to in MySQL?

12 / 45

12) What does the term “denormalization” refer to in MySQL?

13 / 45

13) How do you retrieve the first N records from a table in MySQL?

14 / 45

14) What does the TIMESTAMP data type do in MySQL?

15 / 45

15) How do you create a view in MySQL?

16 / 45

16) How can you retrieve the number of rows affected by the last query in MySQL?

17 / 45

17) What does the FORMAT function do in MySQL?

18 / 45

18) What is the purpose of the IFNULL function in MySQL?

19 / 45

19) What does the term “denormalization” mean in MySQL?

20 / 45

20) What is the purpose of the LIMIT clause?

21 / 45

21) What is the purpose of the BETWEEN operator in MySQL?

22 / 45

22) What is the purpose of the LOAD DATA INFILE command in MySQL?

23 / 45

23) What is the purpose of the TRUNCATE command in MySQL?

24 / 45

24) What is the purpose of the IFNULL function in MySQL?

25 / 45

25) How do you set a primary key in MySQL?

26 / 45

26) What is the purpose of the LIMIT clause in MySQL?

27 / 45

27) How do you update data in a MySQL table?

28 / 45

28) Which MySQL function is used to convert a string to lowercase?

29 / 45

29) What is the purpose of the HAVING clause in MySQL?

30 / 45

30) How do you implement a foreign key in MySQL?

31 / 45

31) Which keyword is used to sort the result set in MySQL?

32 / 45

32) How do you create a composite primary key in MySQL?

33 / 45

33) How do you join two tables in MySQL?

34 / 45

34) How do you use the CASE statement in MySQL?

35 / 45

35) What does the AS keyword do in MySQL?

36 / 45

36) Which function returns the current date in MySQL?

37 / 45

37) How do you use the GROUP_CONCAT function in MySQL?

38 / 45

38) How do you manage user authentication in MySQL?

39 / 45

39) How do you use the CONCAT function in MySQL?

40 / 45

40) How do you implement a cascading delete in MySQL?

41 / 45

41) How do you implement a cross join in MySQL?

42 / 45

42) How do you retrieve distinct values from a column in MySQL?

43 / 45

43) What is the purpose of the LOAD DATA INFILE statement in MySQL?

44 / 45

44) How do you check the status of a MySQL server?

45 / 45

45) How do you retrieve unique values from a column in MySQL?

spring

JAVA SPRING BOOT



Exam Instructions:

Total Number of Questions: 45
You will be required to answer a total of 45 multiple-choice questions.

Time Limit: 15 minutes for the entire exam
 Once the time is up, the exam will automatically submit.

Passing Criteria:
A minimum score of 50% is required to pass the exam

Multiple Attempts:
You are allowed to take the exam multiple times. Only your highest score will be considered for certification.

Additional Instructions:

The exam timer cannot be paused once it begins.

Good luck, and feel free to retake the exam to improve your score!


html1

JAVA SPRING BOOT

Test your JAVA SPRING BOOT skills with a challenging exam designed to evaluate your knowledge in programming, data structures, and algorithms



The certificate will be generated based on the information you provide in the form, so please ensure that all details are entered correctly.


1 / 45

1) Which annotation is used to define a Spring Boot application?





2 / 45

2) What does @EventListener do?





3 / 45

3) How can you create a REST API versioning strategy?





4 / 45

4) What is the role of @Cacheable annotation?





5 / 45

5) What is the purpose of @Scheduled(cron)?





6 / 45

6) What is the purpose of @ConditionalOnProperty?





7 / 45

7) How do you use Spring Cloud Config in a Spring Boot application?





8 / 45

8) How can you implement health checks in Spring Boot?





9 / 45

9) Which annotation is used to enable scheduling in Spring Boot?





10 / 45

10) How can you secure REST APIs in Spring Boot?





11 / 45

11) Which annotation is used to define a Spring Boot application?





12 / 45

12) What does @Transactional(readOnly = true) do?





13 / 45

13) Which annotation is used to enable scheduling in Spring Boot?





14 / 45

14) How can you implement rate limiting in a Spring Boot application?





15 / 45

15) How do you run a Spring Boot application from the command line?





16 / 45

16) How can you implement Circuit Breaker pattern in Spring Boot?





17 / 45

17) How can you create a custom filter in Spring Boot?





18 / 45

18) What does @Scheduled(fixedRate) do?





19 / 45

19) What is the role of the @ComponentScan annotation?





20 / 45

20) How do you configure Spring Boot to use Thymeleaf?





21 / 45

21) What is the purpose of @Bean?





22 / 45

22) Which of the following is a Spring Boot feature?





23 / 45

23) What is the purpose of @ResponseStatus?





24 / 45

24) How can you implement rate limiting in Spring Boot?





25 / 45

25) What does the @SpringBootApplication annotation do in Spring Boot?





26 / 45

26) What does @Profile do?





27 / 45

27) How can you implement custom validation in Spring Boot?





28 / 45

28) How can you implement a custom Spring Boot starter?





29 / 45

29) What does @Autowired do?





30 / 45

30) What does @CacheEvict do?





31 / 45

31) How can you integrate Spring Boot with Swagger?





32 / 45

32) How do you implement a custom exception in Spring Boot?





33 / 45

33) What is the purpose of @RequestMapping?





34 / 45

34) What is the purpose of @PostMapping?





35 / 45

35) What does @EnableFeignClients do?





36 / 45

36) How do you enable CORS in Spring Boot?





37 / 45

37) Which annotation is used to enable scheduling in Spring Boot?





38 / 45

38) How do you implement custom converters in Spring Boot?





39 / 45

39) How do you enable automatic configuration in Spring Boot?





40 / 45

40) How do you run a Spring Boot application from the command line?





41 / 45

41) Which of the following is a valid way to handle exceptions in Spring Boot?





42 / 45

42) What does @Valid do?





43 / 45

43) How do you configure a multi-module Spring Boot application?





44 / 45

44) How do you specify the default port for a Spring Boot application?





45 / 45

45) What does the @RestController annotation do in Spring Boot?







javafullstack

JAVA FULL STACK



Exam Instructions:

Total Number of Questions: 45
You will be required to answer a total of 45 multiple-choice questions.

Time Limit: 15 minutes for the entire exam
 Once the time is up, the exam will automatically submit.

Passing Criteria:
A minimum score of 50% is required to pass the exam

Multiple Attempts:
You are allowed to take the exam multiple times. Only your highest score will be considered for certification.

Additional Instructions:

The exam timer cannot be paused once it begins.

Good luck, and feel free to retake the exam to improve your score!


html1

JAVA FULL STACK

Test your JAVA FULL STACK skills with a challenging exam designed to evaluate your knowledge in programming, data structures, and algorithms



The certificate will be generated based on the information you provide in the form, so please ensure that all details are entered correctly.


1 / 45

1) What is the role of the @Value annotation?





2 / 45

2) What is Spring Data REST used for?





3 / 45

3) What does the @Transactional annotation do?





4 / 45

4) How do you configure a datasource in Spring Boot?





5 / 45

5) How can you expose a REST API in a Spring Boot application?





6 / 45

6) How can you prevent CSRF attacks in Spring Boot applications?





7 / 45

7) How can you configure logging in a Spring Boot application?





8 / 45

8) How can you use Swagger in Spring Boot for API documentation?





9 / 45

9) What is the role of @RequestBody in Spring Boot?





10 / 45

10) What is the default port for a Spring Boot application?





11 / 45

11) What is Spring Boot DevTools?





12 / 45

12) How do you configure custom banners in Spring Boot?





13 / 45

13) Which annotation is used to mark a method as a scheduled task?





14 / 45

14) How do you enable caching in Spring Boot?





15 / 45

15) How do you access application properties in Spring Boot?





16 / 45

16) How do you create a Spring Boot application with Spring Initializr?





17 / 45

17) How can you handle exceptions globally in a Spring Boot application?





18 / 45

18) Which of the following is a valid Spring Boot starter for security?





19 / 45

19) What is the role of the @Primary annotation in Spring?





20 / 45

20) What is the purpose of the @Value annotation?





21 / 45

21) How can you perform validation in Spring Boot?





22 / 45

22) How do you enable Spring Security in a Spring Boot application?





23 / 45

23) How can you exclude specific auto-configuration in Spring Boot?





24 / 45

24) How do you configure multipart file upload size limits in Spring Boot?





25 / 45

25) How do you enable CORS in a Spring Boot application?





26 / 45

26) How do you expose database metrics in Spring Boot using Actuator?





27 / 45

27) How do you prevent cross-site scripting (XSS) attacks in Spring Boot?





28 / 45

28) What is the purpose of @RequestMapping annotation in Spring?





29 / 45

29) How do you load environment variables in Spring Boot?





30 / 45

30) What is the purpose of @Autowired annotation?





31 / 45

31) What does @CrossOrigin do in Spring Boot?





32 / 45

32) How do you map a PATCH request in Spring Boot?





33 / 45

33) What is the use of the @Autowired annotation in Spring Boot?





34 / 45

34) What does the @Transactional annotation do?





35 / 45

35) What is the purpose of the @Bean annotation?





36 / 45

36) How do you externalize configuration in Spring Boot?





37 / 45

37) How do you implement file upload functionality in Spring Boot?





38 / 45

38) How do you add actuator custom endpoints in Spring Boot?





39 / 45

39) What is the purpose of the @EnableScheduling annotation?





40 / 45

40) How do you enable CORS in Spring Boot?





41 / 45

41) What is the main advantage of using Spring Boot over Spring?





42 / 45

42) What is the purpose of Spring Boot’s @Bean annotation?





43 / 45

43) How can you use @Cacheable in a Spring Boot application?





44 / 45

44) How do you configure Spring Security roles?





45 / 45

45) How can you customize error responses in Spring Boot?







pythonfullstack

PYTHON FULL STACK



Exam Instructions:

Total Number of Questions: 45
You will be required to answer a total of 45 multiple-choice questions.

Time Limit: 15 minutes for the entire exam
 Once the time is up, the exam will automatically submit.

Passing Criteria:
A minimum score of 50% is required to pass the exam

Multiple Attempts:
You are allowed to take the exam multiple times. Only your highest score will be considered for certification.

Additional Instructions:

The exam timer cannot be paused once it begins.

Good luck, and feel free to retake the exam to improve your score!


python1

PYTHON FULL STACK

Test your PYTHON FULL STACK skills with a challenging exam designed to evaluate your knowledge in programming, data structures, and algorithms



The certificate will be generated based on the information you provide in the form, so please ensure that all details are entered correctly.


1 / 45

1) What is the output of print(‘Hello’.replace(‘l’, ‘p’))?





2 / 45

2) What is the output of print(2 or 0)?





3 / 45

3) How do you create a copy of a dictionary?





4 / 45

4) What is the output of print(type({}))?





5 / 45

5) What is the output of print(2 ** 3)?





6 / 45

6) How do you install a package using pip?





7 / 45

7) How do you create a copy of a list?





8 / 45

8) What is the output of print(“hello”.upper())?





9 / 45

9) What is the output of print(2 ** 3 ** 2)?





10 / 45

10) How can you remove duplicates from a list?





11 / 45

11) What is the output of print(sorted([3, 1, 2], reverse=True))?





12 / 45

12) How do you define a function in Python?





13 / 45

13) How do you remove duplicates from a list?





14 / 45

14) What is the output of print(“Python”.replace(“P”, “J”))?





15 / 45

15) Which of the following is used to style a webpage?





16 / 45

16) Which function is used to get the current date and time?





17 / 45

17) How do you create an empty set in Python?





18 / 45

18) What does enumerate() function do?





19 / 45

19) How do you create a static method in Python?





20 / 45

20) What is the output of print(1, 2, 3, sep=”-“)?





21 / 45

21) What is the output of print(“abc” * 3)?





22 / 45

22) How do you find the maximum value in a list?





23 / 45

23) How do you create a for loop in Python?





24 / 45

24) Which method is used to get all keys from a Python dictionary?





25 / 45

25) What does the count() method do?





26 / 45

26) How do you create a module in Python?





27 / 45

27) What is the output of print([1, 2, 3] + [4, 5])?





28 / 45

28) How do you check the type of a variable?





29 / 45

29) How do you create a lambda function?





30 / 45

30) How do you merge two dictionaries in Python?





31 / 45

31) What is the output of print([1, 2, 3] * 2)?





32 / 45

32) Which command is used to run a Flask application?





33 / 45

33) Which of the following is a mutable data type?





34 / 45

34) How do you create a tuple in Python?





35 / 45

35) What is the output of print(3 in [1, 2, 3])?





36 / 45

36) What does the strip() method do in Python?





37 / 45

37) What is the output of print(5 ** 2)?





38 / 45

38) What is the use of the __name__ variable in Python?





39 / 45

39) What is the output of print(bool(0))?





40 / 45

40) Which of the following is a Python web framework?





41 / 45

41) What is the output of print(“a” * 3)?





42 / 45

42) What method is used to add an element to a list in Python?





43 / 45

43) What will print(not True) output?





44 / 45

44) How do you convert a string to a list?





45 / 45

45) What is the result of 1 is 1?







deep learning

DEEP LEARNING



Exam Instructions:

Total Number of Questions: 45
You will be required to answer a total of 45 multiple-choice questions.

Time Limit: 15 minutes for the entire exam
 Once the time is up, the exam will automatically submit.

Passing Criteria:
A minimum score of 50% is required to pass the exam

Multiple Attempts:
You are allowed to take the exam multiple times. Only your highest score will be considered for certification.

Additional Instructions:

The exam timer cannot be paused once it begins.

Good luck, and feel free to retake the exam to improve your score!


deep learning1

DEEP LEARNING

Test your DEEP LEARNING skills with a challenging exam designed to evaluate your knowledge in programming, data structures, and algorithms



The certificate will be generated based on the information you provide in the form, so please ensure that all details are entered correctly.


1 / 45

1) What is the role of the output layer in a neural network?





2 / 45

2) What is the purpose of using dropout layers?





3 / 45

3) What is a common application of deep learning in healthcare?





4 / 45

4) What is a common application of deep learning in natural language processing (NLP)?





5 / 45

5) What does “weight decay” refer to in regularization?





6 / 45

6) What does “gradient descent” refer to in training a model?





7 / 45

7) What does “model architecture” refer to in deep learning?





8 / 45

8) What type of neural network is typically used for unsupervised learning?





9 / 45

9) What is the significance of the loss function in training?





10 / 45

10) What is the purpose of using a validation dataset?





11 / 45

11) How does data augmentation help in deep learning?





12 / 45

12) What is the role of the optimizer in a neural network?





13 / 45

13) What is a common use of “autoencoders”?





14 / 45

14) What is the primary advantage of using residual connections?





15 / 45

15) What is the purpose of using an ensemble model in deep learning?





16 / 45

16) Which component is essential for training a deep learning model?





17 / 45

17) Which optimization method accumulates gradients over mini-batches?





18 / 45

18) What does the term “gradient descent” refer to?





19 / 45

19) What does “gradient descent” help to achieve in deep learning?





20 / 45

20) What does “data augmentation” aim to achieve?





21 / 45

21) Which of the following is a benefit of using a convolutional neural network (CNN)?





22 / 45

22) What does the term “layer normalization” refer to?





23 / 45

23) What is the primary objective of a discriminator in GANs?





24 / 45

24) What is the significance of using regularization techniques in deep learning?





25 / 45

25) What does “early stopping” prevent in deep learning training?





26 / 45

26) What does “data preprocessing” achieve in deep learning?





27 / 45

27) What is the role of the hidden layers in a neural network?





28 / 45

28) What is the role of the output layer in multi-class classification?





29 / 45

29) What is the main purpose of a learning rate scheduler?





30 / 45

30) What is the function of a convolutional layer in a CNN?





31 / 45

31) What is the main purpose of the “dropout” technique in deep learning?





32 / 45

32) What is the primary characteristic of a convolutional neural network (CNN)?





33 / 45

33) What does “multi-task learning” refer to in deep learning?





34 / 45

34) What is the significance of “L2 regularization”?





35 / 45

35) What is the primary goal of a “classification model” in deep learning?





36 / 45

36) What is the common use of the ReLU activation function?





37 / 45

37) What is the main purpose of dropout in deep learning?





38 / 45

38) What is the main function of an activation function in a neural network?





39 / 45

39) What is the primary advantage of using Generative Adversarial Networks (GANs)?





40 / 45

40) Which of the following models is based on the concept of attention?





41 / 45

41) Which of the following optimizers is commonly used in deep learning?





42 / 45

42) What does the term “hyperparameter tuning” refer to?





43 / 45

43) What does the term “model ensemble” refer to?





44 / 45

44) Which method is commonly used to visualize the training process of a model?





45 / 45

45) What does “transfer learning” typically involve?







ml

MACHINE LEARNING



Exam Instructions:

Total Number of Questions: 45
You will be required to answer a total of 45 multiple-choice questions.

Time Limit: 15 minutes for the entire exam
 Once the time is up, the exam will automatically submit.

Passing Criteria:
A minimum score of 50% is required to pass the exam 

Multiple Attempts:
You are allowed to take the exam multiple times. Only your highest score will be considered for certification.

Additional Instructions:

The exam timer cannot be paused once it begins.

Good luck, and feel free to retake the exam to improve your score!


machine learning

MACHINE LEARNING

Test your MACHINE LEARNING skills with a challenging exam designed to evaluate your knowledge in programming, data structures, and algorithms



The certificate will be generated based on the information you provide in the form, so please ensure that all details are entered correctly.


1 / 45

1) What is “precision” in classification metrics?





2 / 45

2) What does “K-nearest neighbors” (KNN) rely on for classification?





3 / 45

3) What is a hyperparameter in machine learning?





4 / 45

4) What is “AdaBoost” in ensemble learning?





5 / 45

5) What is the purpose of “gradient descent”?





6 / 45

6) What does “model ensembling” refer to in machine learning?





7 / 45

7) What is the purpose of “gradient boosting”?





8 / 45

8) What is the role of “principal component analysis” (PCA)?





9 / 45

9) What does “feature scaling” accomplish?





10 / 45

10) What is the main goal of supervised learning?





11 / 45

11) What is “stochastic gradient descent” (SGD) used for?





12 / 45

12) What is “random search” in hyperparameter tuning?





13 / 45

13) What does “AUC-ROC” stand for in model evaluation?





14 / 45

14) What is the difference between supervised and unsupervised learning?





15 / 45

15) What is reinforcement learning?





16 / 45

16) What is the role of “cross-validation” in model evaluation?





17 / 45

17) What is the purpose of “word embeddings” in natural language processing?





18 / 45

18) What is the significance of “F1 score” in classification?





19 / 45

19) What is a confusion matrix?





20 / 45

20) What is “gradient descent” used for in machine learning?





21 / 45

21) What is the “Silhouette Score” in clustering analysis?





22 / 45

22) What is regularization in machine learning?





23 / 45

23) What is the purpose of data normalization?





24 / 45

24) What is the role of “data preprocessing”?





25 / 45

25) What does the “learning rate” control in machine learning?





26 / 45

26) What is the purpose of a hyperparameter in ML?





27 / 45

27) What is the role of the validation curve in model evaluation?





28 / 45

28) What is the purpose of an outlier detection algorithm?





29 / 45

29) What is the “support” metric in association rule mining?





30 / 45

30) What is the purpose of using decision boundaries in classification?





31 / 45

31) What is the purpose of the Adam optimizer in neural networks?





32 / 45

32) What is the “R-squared” metric in regression analysis?





33 / 45

33) What does “data visualization” facilitate?





34 / 45

34) What is the purpose of “ensemble methods” in machine learning?





35 / 45

35) Which algorithm is primarily used for clustering?





36 / 45

36) What is the difference between parametric and non-parametric models?





37 / 45

37) What does “model interpretability” refer to?





38 / 45

38) What is the purpose of “decision trees” in machine learning?





39 / 45

39) What is “precision” in classification tasks?





40 / 45

40) What is a learning rate in the context of gradient descent?





41 / 45

41) What is “stochastic gradient descent”?





42 / 45

42) What is “gradient boosting” in machine learning?





43 / 45

43) What is “gradient descent”?





44 / 45

44) What does the term “bias” refer to in machine learning?





45 / 45

45) What is the purpose of the learning rate in neural networks?







data science (1)

DATA SCIENCE



Exam Instructions:

Total Number of Questions: 45
You will be required to answer a total of 45 multiple-choice questions.

Time Limit: 15 minutes for the entire exam
 Once the time is up, the exam will automatically submit.

Passing Criteria:
A minimum score of 50% is required to pass the exam

Multiple Attempts:
You are allowed to take the exam multiple times. Only your highest score will be considered for certification.

Additional Instructions:

The exam timer cannot be paused once it begins.

Good luck, and feel free to retake the exam to improve your score!


data science

DATA SCIENCE

Test your DATA SCIENCE skills with a challenging exam designed to evaluate your knowledge in programming, data structures, and algorithms



The certificate will be generated based on the information you provide in the form, so please ensure that all details are entered correctly.


1 / 45

1) What is the purpose of ‘LDA’ (Linear Discriminant Analysis)?





2 / 45

2) What does ‘data transformation’ refer to in data preprocessing?





3 / 45

3) What is the purpose of ‘feature engineering’ in machine learning?





4 / 45

4) Which algorithm is commonly used for ‘time series forecasting’?





5 / 45

5) What does ‘T-test’ compare in statistics?





6 / 45

6) What is the significance of ‘feature importance’ in models?





7 / 45

7) What does ‘Confusion Matrix’ help assess?





8 / 45

8) What is ‘LSTM’ an abbreviation for in neural networks?





9 / 45

9) Which of the following techniques is used for ‘Text Preprocessing’?





10 / 45

10) What is ‘Natural Language Processing’ primarily concerned with?





11 / 45

11) What is the primary advantage of using random forests?





12 / 45

12) What is ‘Support Vector Machine’ primarily used for?





13 / 45

13) What is the purpose of the p-value in hypothesis testing?





14 / 45

14) Which of the following is an example of a ‘non-linear’ model?





15 / 45

15) What does ‘PCA’ stand for in data science?





16 / 45

16) What is the primary role of ‘data wrangling’?





17 / 45

17) What is the purpose of ‘Statistical Sampling’?





18 / 45

18) What does the term ‘data leakage’ refer to?





19 / 45

19) What is the significance of ‘data storytelling’?





20 / 45

20) Which of the following is an application of ‘Dimensionality Reduction’?





21 / 45

21) What is the purpose of ‘Model Interpretability’?





22 / 45

22) What is the purpose of ‘Anomaly Detection’?





23 / 45

23) What does ‘Cross-Validation’ help with in model evaluation?





24 / 45

24) What is the role of ‘Bias-Variance Tradeoff’ in model evaluation?





25 / 45

25) What does the term ‘ensemble method’ refer to?





26 / 45

26) What is the purpose of ‘resampling’ in statistics?





27 / 45

27) What is ‘Anomaly Detection’ primarily used for?





28 / 45

28) Which method is effective for ‘outlier detection’?





29 / 45

29) What is the primary use of ‘bagging’ in ensemble methods?





30 / 45

30) What does the term ‘feature engineering’ refer to?





31 / 45

31) What is ‘Deep Reinforcement Learning’ primarily focused on?





32 / 45

32) What is the primary use of ‘Random Forest’?





33 / 45

33) What does the term ‘training loss’ refer to in neural networks?





34 / 45

34) What does the term ‘kernel’ refer to in SVM?





35 / 45

35) What is ‘Dimensionality Curse’ in data science?





36 / 45

36) Which of the following is an example of a continuous variable?





37 / 45

37) Which of the following techniques is commonly used for dimensionality reduction?





38 / 45

38) What is the role of ‘Hyperparameters’ in machine learning?





39 / 45

39) What is the role of ‘Precision’ in classification tasks?





40 / 45

40) What is the main goal of ‘Feature Selection’?





41 / 45

41) What is the main benefit of using ‘gradient descent’?





42 / 45

42) Which of the following algorithms is used for natural language processing?





43 / 45

43) What is the aim of ‘Text Mining’?





44 / 45

44) What is the purpose of the activation function in a neural network?





45 / 45

45) Which of the following is NOT a type of ‘Data Preprocessing’?







html2

HTML PROGRAMMING EXAM



Exam Instructions:

Total Number of Questions: 30
You will be required to answer a total of 30 multiple-choice questions.

Time Limit:  15 minutes for the entire exam
Once the time is up, the exam will automatically submit.

Passing Criteria:
A minimum score of 50% is required to pass the exam

Multiple Attempts:
You are allowed to take the exam multiple times. Only your highest score will be considered for certification.

Additional Instructions:

The exam timer cannot be paused once it begins.

Good luck, and feel free to retake the exam to improve your score!

 


html1

HTML PROGRAMMING EXAM

Test your HTML skills with a challenging exam designed to evaluate your knowledge in programming, data structures, and algorithms



The certificate will be generated based on the information you provide in the form, so please ensure that all details are entered correctly.


1 / 30

1) How do you ensure backward compatibility for HTML5 features in older browsers?





2 / 30

2) How can you make a numbered list in HTML?





3 / 30

3) How do you create an accessible navigation menu using HTML5?





4 / 30

4) How do you implement a responsive navigation menu in HTML5?





5 / 30

5) What is the role of the preload attribute in the





6 / 30

6) How do you add a title to your HTML document?





7 / 30

7) What is the function of the

element in HTML5?





8 / 30

8) What does the autoplay attribute do in HTML5 video/audio elements?





9 / 30

9) What does the download attribute do in an anchor tag?





10 / 30

10) How can you implement custom data attributes in HTML5?





11 / 30

11) How do you create an accessible image map in HTML5?





12 / 30

12) How can you use the meta tag to improve SEO?





13 / 30

13) What does the tabindex attribute control in HTML5?





14 / 30

14) What does HTML stand for?





15 / 30

15) How does the





16 / 30

16) How do you create an HTML5 element?





17 / 30

17) What is the correct way to specify a font in HTML?





18 / 30

18) What does the xmlns attribute define in HTML5?





19 / 30

19) What is the correct HTML for creating a text input field?





20 / 30

20) What does the element do in HTML5?





21 / 30

21) What is the difference between and elements in HTML5?





22 / 30

22) How do you implement drag-and-drop functionality in HTML5?





23 / 30

23) How can you ensure the accessibility of custom controls in HTML5?





24 / 30

24) How does the picture element help with responsive images and art direction?





25 / 30

25) What is the purpose of the fetch API in HTML5?





26 / 30

26) What is the purpose of the tag?





27 / 30

27) How do you ensure images are accessible in HTML5?





28 / 30

28) How do you create a custom audio player in HTML5?





29 / 30

29) What is the function of the element in HTML5?





30 / 30

30) What is the difference between rel=”noopener” and rel=”noreferrer”?







css1

CSS PROGRAMMING EXAM



Exam Instructions:

Total Number of Questions: 30
You will be required to answer a total of 30 multiple-choice questions.

Time Limit: 15 minutes for the entire exam
Once the time is up, the exam will automatically submit.

Passing Criteria:
A minimum score of 50% is required to pass the exam 

Multiple Attempts:
You are allowed to take the exam multiple times. Only your highest score will be considered for certification.

Additional Instructions:

The exam timer cannot be paused once it begins.

Good luck, and feel free to retake the exam to improve your score!

 


css

CSS PROGRAMMING EXAM

Test your CSS skills with a challenging exam designed to evaluate your knowledge in programming, data structures, and algorithms



The certificate will be generated based on the information you provide in the form, so please ensure that all details are entered correctly.


1 / 30

1) How can you style SVG elements with CSS?





2 / 30

2) What does the z-index property do in CSS?





3 / 30

3) How do you create a CSS collapsible panel?





4 / 30

4) How can you create a CSS image gallery with lightbox effect?





5 / 30

5) What does the justify-content property do in Flexbox?





6 / 30

6) What does the box-shadow property do in CSS?





7 / 30

7) How do you create a responsive navigation bar with CSS?





8 / 30

8) What does the mix-blend-mode property do in CSS?





9 / 30

9) What is the @keyframes rule used for in CSS?





10 / 30

10) How do you create a CSS overlay for images?





11 / 30

11) How do you implement CSS Grid Layout?





12 / 30

12) How do you create a CSS flip card effect?





13 / 30

13) What does the overflow-x property control?





14 / 30

14) What does the float property do in CSS?





15 / 30

15) How do you create a CSS layout that uses :nth-child() for styling?





16 / 30

16) What does the transition-duration property control in CSS?





17 / 30

17) What is the will-change property used for in CSS?





18 / 30

18) How do you create a CSS parallax effect?





19 / 30

19) What does the position: sticky; property do?





20 / 30

20) How do you create a custom scrollbar in CSS?





21 / 30

21) What is the purpose of the position: fixed; property in CSS?





22 / 30

22) How can you create a CSS image overlay effect?





23 / 30

23) What is the @import rule used for in CSS?





24 / 30

24) How can you apply styles to a specific part of an element using CSS?





25 / 30

25) What is the role of the filter property in CSS?





26 / 30

26) How can you create a CSS breadcrumb navigation?





27 / 30

27) How can you center text vertically in a flex container?





28 / 30

28) What is the purpose of the grid-template-areas property in CSS Grid?





29 / 30

29) What is the object-position property used for in CSS?





30 / 30

30) How do you create a CSS keyframe animation?







javascript1

JAVASCRIPT PROGRAMMING EXAM



Exam Instructions:

Total Number of Questions: 30
You will be required to answer a total of 30 multiple-choice questions.

Time Limit: 15 minutes for the entire exam
 Once the time is up, the exam will automatically submit.

Passing Criteria:
A minimum score of 50% is required to pass the exam

Multiple Attempts:
You are allowed to take the exam multiple times. Only your highest score will be considered for certification.

Additional Instructions:

The exam timer cannot be paused once it begins.

Good luck, and feel free to retake the exam to improve your score!


javascript

JAVASCRIPT PROGRAMMING EXAM

Test your JAVASCRIPT skills with a challenging exam designed to evaluate your knowledge in programming, data structures, and algorithms



The certificate will be generated based on the information you provide in the form, so please ensure that all details are entered correctly.


1 / 30

1) What is a Set in JavaScript?





2 / 30

2) How do you create a function that accepts a variable number of arguments?





3 / 30

3) What is the output of console.log(typeof (function(){}))?





4 / 30

4) How do you create a promise in JavaScript?





5 / 30

5) What is the purpose of the Object.create() method in JavaScript?





6 / 30

6) How can you implement method chaining in JavaScript?





7 / 30

7) What is the purpose of the apply() method in JavaScript?





8 / 30

8) How do you access a property of an object dynamically in JavaScript?





9 / 30

9) What is the purpose of setTimeout() in JavaScript?





10 / 30

10) How can you implement memoization in JavaScript?





11 / 30

11) How can you handle uncaught exceptions in JavaScript?





12 / 30

12) How do you create a debounce function in JavaScript?





13 / 30

13) How can you check for deep equality between two objects in JavaScript?





14 / 30

14) What does the async/await syntax allow in JavaScript?





15 / 30

15) What is the purpose of the setImmediate() function?





16 / 30

16) What is the purpose of async/await syntax in JavaScript?





17 / 30

17) How do you create a module in JavaScript?





18 / 30

18) How do you handle asynchronous code in a synchronous-like manner?





19 / 30

19) What is the output of console.log(typeof (1 + ‘1’))?





20 / 30

20) What is the output of console.log([1, 2, 3].concat([4, 5]))?





21 / 30

21) What does === check for in JavaScript?





22 / 30

22) What does the for…of loop iterate over?





23 / 30

23) What is the purpose of the Object.assign() method?





24 / 30

24) What is the purpose of the Array.some() method?





25 / 30

25) How can you avoid variable hoisting in JavaScript?





26 / 30

26) What is the purpose of Object.keys() in JavaScript?





27 / 30

27) How do you handle promises in JavaScript?





28 / 30

28) What is the output of console.log([1, 2] == [1, 2])?





29 / 30

29) What does the Symbol type represent in JavaScript?





30 / 30

30) How can you implement memoization in JavaScript?