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Deep Learning Interview Preparation Course | 20 Q&A's
Rating: 4.9 out of 5(5 ratings)
854 students

Deep Learning Interview Preparation Course | 20 Q&A's

Confidently Crack AI Interviews with Key Deep Learning Insights!
Created byLunarTech AI
Last updated 5/2024
English

What you'll learn

  • Gain confidence in Deep Learning concepts, ensuring you stand out in technical interviews for AI roles.
  • Master neural network training and optimization, showcasing your expertise in AI problem-solving during interviews.
  • Build a strong foundation in advanced AI model development, impressing interviewers with your technical proficiency.
  • Acquire hands-on skills in autoencoders and VAEs, demonstrating your capability for innovative AI solutions.
  • Specialize in Convolutional and Recurrent Neural Networks, showcasing your readiness for complex AI challenges.
  • Develop an understanding of generative models, preparing you to discuss cutting-edge AI applications confidently.
  • Learn about GANs and Transformers, equipping you with current AI trends and technologies for interviews.
  • Enhance your AI skill set comprehensively, boosting your confidence and performance in competitive AI job interviews.

Course content

2 sections • 20 lectures • 1h 56m total length

  • Q1 - What is Deep Learning4:06

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 1: What is Deep Learning?


    Instructor: Tatev Aslanyan

    Powered by LunarTech

  • Q2 - How does Deep Learning differ from traditional Machine Learning?4:13

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 2: How does Deep Learning differ from traditional Machine Learning?


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q3 - What is a Neural Network?7:13

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 3: What is a Neural Network?


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q4 - Explain the concept of a neuron in Deep Learning.3:33

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 4: Explain the concept of a neuron in Deep Learning.


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q5 - Explain architecture of Neural Networks in simple way7:52

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 5: Explain architecture of Neural Networks in simple way


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q6 - What is an activation function in a Neural Network?4:00

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 6: What is an activation function in a Neural Network?


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q7 - Name few popular activation functions and describe them13:42

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 7: Name few popular activation functions and describe them


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q8 - What happens if you do not use any activation functions in a NN?1:26

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 8: What happens if you do not use any activation functions in a NN?


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q9 - Describe how training of basic Neural Networks works5:52

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 9: Describe how training of basic Neural Networks works


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q10 - What is Gradient Descent?10:40

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 10: What is Gradient Descent?


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q11 - What is the function of an optimizer in Deep Learning?5:33

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 11: What is the function of an optimization in Deep Learning?


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q12 - What is backpropagation, and why is it important in Deep Learning?8:38

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 12: What is backpropagation, and why is it important in Deep Learning?


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q13 - How is backpropagation different from gradient descent?3:04

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 13: How is backpropagation different from gradient descent?


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q14 - Describe what Vanishing Gradient Problem is and it’s impact on NN7:00

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 14: Describe what Vanishing Gradient Problem is and it's impact on NN


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q15 - Describe what Exploding Gradients Problem is and it’s impact on NN8:30

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 15: Describe what Exploding Gradients Problem is and it's impact on NN


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q16 - There is a neuron results in a large error in backpropagation. Reason?4:39

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 16: There is a neuron results in a large error in backpropogation. Reason?


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q17 - What do you understand by a computational graph?6:17

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 17:  What do you understand by a computational graph?


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q18 - What is Loss Function and what are various Loss functions used in DL?6:38

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 18: What is Loss Function and what are various Loss functions used in DL?


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

  • Q19 - What is Cross Entropy loss function and how is it called in industry?3:40

    LunarTech’s Deep Learning Interview Course | Part 1 ?


    Interview Question 19: What is Cross Entropy loss function and how is it called in Industry?


    Instructor: Tatev Aslanyan

    Powered by LunarTech


    What You'll Learn:


    - 100+ Interview Questions with In-Depth Answers

    - Essential Concepts in Deep Learning, Data Science, and Machine Learning

    - Advanced Strategies for AI Engineering Interviews


    Curated Content for FAANG and Top Tech Company Interviews

    Suitable for Beginners and Advanced Learners

Requirements

  • Proficiency in Linear Algebra
  • Understanding of Machine Learning Fundamentals
  • Knowledge of Statistics Fundamentals

Description

Deep Learning Interview Preparation Course

Step into the world of AI with our Deep Learning Interview Preparation Course, designed to streamline your path to expertise in the field. With 20 targeted Q&A's, this course equips you with the knowledge to excel in the most demanding tech interviews.


Why Choose Our Course?

  • Gain clarity on Deep Learning without the jargon, no advanced degree required.

  • Learn the intricacies of AI that put you ahead in interviews with industry leaders.

  • Access practical examples and straightforward explanations to reinforce learning.

  • Join a network of learners and experts for peer learning and professional growth.


Course Outcomes:

  • Solid understanding of Deep Learning, making you a credible candidate for AI roles.

  • Hands-on knowledge of neural network operations, enhancing your problem-solving skills.

  • Ability to discuss Deep Learning principles confidently with potential employers.

  • Insight into advanced AI, setting the stage for ongoing career advancement.


Ideal For:

  • Aspiring AI professionals aiming to excel in job interviews.

  • Individuals seeking clear and concise Deep Learning knowledge.

  • Professionals transitioning into tech, aiming for a strong industry impact.

  • Anyone driven to integrate AI expertise into their career trajectory.


Ready to take the next step in your AI career? Enroll now to convert your curiosity into expertise, and become the AI expert that top-tier tech firms are looking for.

Who this course is for:

  • This course is ideal for tech professionals seeking to pivot into AI, providing the deep learning interview know-how needed to advance your career.

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