60+ Latest Tensorflow interview questions and answers
In this article, you will learn about 60+ Realtime Tensorflow interview questions and answers for freshers, experienced professions and junior scientists.
| What is tensorflow ? |
| What is latest Version of Tensorflow ? |
| Why you 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 ? |
