Friday, May 08, 2020

100 Days of Machine Learning Code Day 6



Day 6 Completing the week 4 of Andrew NG Week 4 assignment of building deep neural network from scratch and then using it for animal classification  , even with the all the boilerplate code given its still bit difficult and time consuming process implementing it and debugging it , unfortunately the assignment and  use of internal libraries for supporting the code and evaluation so didnt implement seprately on Google colab
Its bit boring at this stage but we know with our learning rate and number of iterations per day our loss and accuracy will increase ;)  , unable to continue with my tensorflow course for a while until the session beigns i started IBM Applied AI on coursera the course isnt deep dive but a broader view explianing terminology and Watson AI [will check that later] ,with the broader terms and core formulas had a curosity of looking up what questions are asked in intial interview for ML enginner in intial round after resume secreening [later rounds include working on problem]

  • What is AI?
  • What is the difference between AI, machine learning, and deep learning
  • Name the different types of AI?
  • What are intelligent agents?
  • What is the most popular programming language used in AI? Or name five of the best languages used in AI?
  • Can you define what are neural networks and how they function?
  • What’s the difference between strong AI and weak AI?
  • What is machine learning, explain the difference between AI and machine learning?
  • How would you explain machine learning to a non-technical person?
  • Can you give us certain examples of AI in use?
  • Define the Turing Test?
  • What is TensorFlow?
  • Is there a connection between Game Theory and AI, if yes, explain?
  • Can you tell me what are the different types of keys in a relational database?
  • Will AI impact application development? How?
  • What are the good properties of a knowledge representation game?
  • Explain the hype behind AI?
  • What is the tower of Hanoi?
  • What is a breadth-first search algorithm?
  • What is an A* Algorithm search method?
Don't know the answers to all the questions yet but learn them all.Also like all great projects begun work on my projectX with landing page and looked for filtering out ML areas i need to learn more in detail.

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