60+ Realtime Tensorflow interview questions and answers

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In this article, you will learn about 60+ Realtime Tensorflow interview questions and answers for freshers, experienced professions and junior scientists.

What is tensorflow ?

Why i have to choose tensorflow rather than other deep learning frameworks ?

Can we use tensorflow for machine leanring ?

What is difference between deeplearning and machine learning ?

What is difference between Tensorflow and Keras ?

What is difference between tensorflow and theano ?

What is difference between tensorflow and pytorch ?

How can you find overfitting in tensforflow ? How can you avoid it ?

How can you find underfitting in tensforflow ? How can you avoid it ?

What is tensor ?

What is variables in tensorflow ?

What is constant in tensorflow ?

What is placeholders in tensorflow ?

What is difference between placeholder and variable ?

What is graph in tensorflow ?

What is session in tensorflow ?

What is rank, shape, and type in tensorflow ?

What is autograph ?

What is TPU and GPU ? Whey they we need ?

How can your convert numpy arrays to tensors ?

You can convert by using tf.convert_to_tensor() function.

What are tensor operators ?

  • Tf.add  is equals to x+y
  • Tf.subtract  is equals x-y
  • Tf.multiply  is equals x*y
  • Tf.div is equals x/y
  • Tf.mod is equals  x % y
  • Tf.abs is equals |x|
  • Tf.negative  is equals -x
  • Tf.sign  is equals  sign(x)
  • Tf.square is equals x*x
  • Tf.round  is equals round(x)
  • Tf.sqrt  is equals sqrt(x)
  • Tf.pow  is equals  x^y
  • Tf.exp  is equals e^x
  • Tf.log  is equals log(x)
  • Tf.maximum  is equals max(x, y)
  • Tf.minimum is equals min(x, y)
  • Tf.cos  is equals cos(x)
  • Tf.sin  is equals sin(x)

What is tensorboard ?

Can you do matrix operation in tensorflow ?

Can you do segmentation in tensorflow ?

What is Ragged Tensors ?

How can you import and export models using tensorflow ?

What are High Level APIs in tensorflow ?

  • Keras,
  • Eager Execution,
  • Importing Data,
  • Estimators

How can you import data in tensorflow ?

How can you do Debugging in TensorFlow ?

How can you one hot encoding in tensorflow ?

You can do by using tf.one_hot() function.

How many types of Linear models in Tensorflow ?

Can we implement regression in Tensorflow ? If Yes? What is function Name ?  

Can we implement classification in Tensorflow ? If Yes? What is function Name ?  

Can we implement decision trees in tensorflow ? If Yes? What is function Name ?

What is Neural Network ?

How can you implement in simple Neural Netwok in tensorflow ?

What is CNN and What are applications of convolution neural network ?

How many layers in CNN ? How they mean  ?

How can you implement CNN in Tensorflow ?

What is RNN and What are applications of convolution neural network ?

How many layers in RNN ? How they mean  ?

How can you implement RNN in Tensorflow ?

How can you implement speech recognition in Tensorflow ?

Can we use Tensorflow libraries for NLP ?

What is word embedding in tensorflow ?

What is Sequence modeling ? When we can use this ?

How can you implement LSTM network in tensorflow ?

What is Distributed Training in TensorFlow ?

What is Pipeline in tensorflow ?

What is transfer learning ?

What are pre-trained models available in Tensorflow ?

Can you implement Chatbot using Tensorflow ? If yes/ How you can do that ?

How to Retrain an Image Classifier for New Categories ?

What is text generation ? How can you implement in Tensorflow ?

What is Image recognition ? How can you do in tensorflow ?

What is Image segmentation ? How can you do in tensorflow ?

What is Image Captioning ? How can you do in tensorflow ?

 

 

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