Design Thinking

·         To understand Customer Experience, you have to understand the four components of a good Customer Experience (CX).

o    Archetypes

o    Activities

o    Interactions

o    Principles 

·         Archetypes

o    Archetypes describe patterns of behaviors, attitudes, and motivations shared between people towards a brand or product. 

·         Activities

o    Activities capture the actions and goals of a customer across their end-to-end experience, from their perspective. 

·         What is the most important skill of a Design Thinking Leader?

o    Empathizing

·         Which of the following best describes prototyping?

o    Experiencing concepts in real life

·         Which of these is a component of a good Customer Experience?

• Archetypes
  
  

·         UX and UI are the same.

• False
  
  

·         Prototyping should be done slowly to cover all the ideas.

• False
  
  

·         What are the two methods suggested by Edward De Bono for thinking out of the box?

• Lateral Thinking, Six thinking hats
  
  

·         Which tool is used to measure the customer relationship?

• Relationship Framework
  
  

·         Concepting in Design Thinking is the ________

• Idea to solve a user-centered problem
  
  

·         What are the three key points in a Relationship Framework?

• breath, depth, consistency
  
  

·         _______ is a methodology in which each prototype is built in quick iterations by learning from the previous failure.

• fail fast
  
  

·         What are the two prototyping techniques using data intelligence? 

• Data prototyping, Data driven prototyping
  
  

·         For the design thinking process to evolve, Interaction designers should deepen their knowledge on Human Interactions with _______.

• Machines
  
  

·         Which type of prototypes has user interactions?

• High-Fidelity Prototyping
  
  

·         Design thinking is a linear process.

• False
  
  

·         What are the two things that the teams generally forget during idea generation? 

• Socializing Delivery
  
  

·         Design thinking is a mindset.

• TRUE
  
  

·         Which technique is used in prototyping to build successful prototypes?

• fail fast
  
  

·         The following are stages in the design thinking process, except _________.

• Production
  
  

·         Design Thinking is a _______ centered way of solving a problem.

• Human
  
  

·         Design thinking is a linear and traditional method of Problem Solving.

• False
  
  

·         Trust and Empathy within the team are built by the _______ activity.

• Team leap
  
  

·         The following are qualities of a good Design Thinking Leader, except ________

• Sticking to a single idea
  
  

·         Which is the technique used to align the team on a common goal quickly?

• Mission Count Down
  
  

·         Which of the following best describes prototyping?

• Experiencing concepts in real life
  
  

·         Which of these is a component of a good Customer Experience?

• Archetypes
  
  

·         UX and UI are the same.

• False
  
  

·         Prototyping should be done slowly to cover all the ideas.

• False
  
  

·         What are the two methods suggested by Edward De Bono for thinking out of the box?

• Lateral Thinking, Six thinking hats
  
  

·         Which tool is used to measure the customer relationship?

• Relationship Framework
  
  

·         Concepting in Design Thinking is the ________ Idea to solve a user

• centered problem
  
  

·         What are the three key points in a Relationship Framework?

• breath, depth, consistency
  
  

·         Breadth, depth, and consistency are the key points of measurement in ________

• Relationship Framework
  
  

·         Knowing the needs of the team members is the responsibility of the ________

• Team Leader

 

Internet of Things

 1. Arduino board can withstand a maximum voltage of _________ - 20v

2. Photo diode is a/an ____________ electronic component.- Passive

3. ____________ is a standardized method to establish communication between interconnected devices. - Protocol

4. Implementing Edge/Fog computing helps to reduce network bandwidth- True

5.____________ is a suite of applications used to prepare and present data in a meaningful way - IoT Platform

6. The unique identifier of an IoT device helps - 

7. MQTT is an open OASIS and ISO standard lightweight, publish-subscribe network protocol that transports messages between devices

8.Raspberry Pi is a low-cost general-purpose computer.- True

9. Arduino Uno is pre-programmed with - boot loader

10. IoT infrastructure should support - anytime anywhere

11. Which of the following is a/are characteristic(s) of an IoT application? - Connectable and Scalable

12. WAN is not an IoT protocols 

13. Edge computing helps to reduce the latency time of processing information - TRUE

14. Arduino board can read sensor values through the analog I/O pins. - TRUE

15. Arduino is a microcontroller.  - False

16. The following are IoT platforms, except _________ Zoho Connect

17. 'Denial of Service' is a attack using interconnected PC or devices. - TRUE

18. Edge computing is - Processing the data near the device

19. ___________ is a specialized web transfer protocol for use with constrained nodes and networks in IoT. - CoAP

20. Identify the non-IoT device from the given options.- Microsoft Surface Laptop

21. Internet of Things is a system of interconnected computing devices. - True

22. Sensors and Actuators are also known as ___________ - Transducers

Deep Learning

1.       What is the method to overcome the Decay of Information through time in RNN known as?

·          Gating

2.       The measure of Difference between two probability distributions is know as  

·         KL Divergence

3.       Recurrent Network can input Sequence of Data Points and Produce a Sequence of Output

·         True

4.       Prediction Accuracy of a Neural Network depends on _______________ and ______________

·          Weight & Bias

5.       Process of improving the accuracy of a Neural Network is called –

·         Training

6.       The rate at which cost changes with respect to weight or bias is called __________________

·         Gradient

7.       A _______________ matches or surpasses the output of an individual neuron to a visual stimuli. –

·         Convolution

8.       Autoencoders cannot be used for Dimensionality Reduction.

·         FALSE

9.       Data Collected from Survey results is an example of _ -

·         Structured Data

10.   Recurrent Networks work best for Speech Recognition. –

·         True

11.   How do RNTS interpret words?

·          Vector representation

12.   De-noising and Contractive are examples of

·         Autoencoders

13.   Gradient at a given layer is the product of all gradients at the previous layers.

·         True

14.   A Deep Belief Network is a stack of Restricted Boltzmann Machines.

·         True

15.   What are the two layers of a Restricted Boltzmann Machine called ?

·         Visible and Hidden

16.   All the Visible Layers in a Restricted Boltzmann Machine are connected to each other.

·         False

17.   Name the component of a Neural Network where the true value of the input is not observed.

·         Hidden Layer

18.   What is the difference between the actual output and generated output known as?

·         Cost

19.   In a Neural Network, all the edges and nodes have the same Weight and Bias values.

·         False

20.   What does LSTM stand for?

·         Long Short Term memory

21.   RELU stands for _______________

·         Rectified Linear Unit

22.   A Shallow Neural Network has only one hidden layer between Input and Output layers.

·         True

23.   Restricted Boltzmann Machine expect the data to be labeled for Training.

·         False

24.   Support Vector Machines, Naive Bayes and Logistic Regression are used for solving _______________________ problems.

·         Classification

25.   _____________ is a recommended Model for Pattern Recognition in Unlabeled Data.

·         Autoencoders

26.   Recurrent Neural Networks are best suited for Text Processing.

·         True