Below is the simple CNN based architecture, which we shall be building as part of this blog :- A colourful representation of the CNN would look something like below :-

In case you are directly landing here, it’s highly recommended to have a view at this story. In this blog, we shall be using KERAs framework with TensorFlow backend, in order to create a Deep Neural Network and would apply Regularisation techniques. We shall be using MNSIT dataset, which consists…

In case you are directly landing here, it’s highly recommended to have a view at this story. In this blog, we shall be using KERAs framework with TensorFlow backend, in order to create a Deep Neural Network and would apply some drop-out. We shall be using MNSIT dataset, which consists…

In this blog, we shall be using KERAs framework with TensorFlow backend, in order to create a Deep Neural Network. We shall be using MNSIT dataset, which consists of 28*28 grayscale images, representing the hand-written images of numeric digits 0 to 9. The dataset is partitioned in 2 parts :- …

Welcome readers. Introduction to the problem :- In this blog, I would like to help you guys to build a Machine Learning model based on the Decision Tree Algorithm. Here, we shall be working on a smaller dataset of diabetic people. …

Introduction to the problem :- In this blog, we would work with one of the popular data-set i.e. of LendingClub. Its a US peer-to-peer lending company, headquartered in San Francisco, California. It was the first peer-to-peer lender to register its offerings as securities with the Securities and Exchange Commission (SEC)…

Welcome readers. In case you have directly landed here, I strongly suggest you to go back and read through this link first. Introduction to the problem :- In this blog, I would like to help you guys to build a Machine Learning model based on the Decision Tree Algorithm. Here…

First step to Pandas :- Anaconda comes with a lot of packages that you need for data science. In this course, we will also use Conda, a package manager. In case, you currently already have a version of pip or Conda installed, then you don’t need to reinstall everything. To…

In this case you are landing here directly, it’s recommended to read through this blog first. In this blog, we shall be using the concept of word embeddings, in order to perform the Sentiment Analysis. …

In this blog, we shall be studying generating the Word-Encodings using Tensorflow library. Question:- Can you explain, what’s NLP ?