Checklist for Solving Any Regression Problem Data Fetching Understanding the Data Checking the Skwewness of the Output Variable Performing Log Transformation (if required) Exploratory Data Analysis Analysing Correlation Finding out Important Predictors Feature Engineering: - i) Missing Values ii) Outliers iii) Categorical Feature Encoding Creating Folds and Defining Fold Map …

Awful AI is a curated list to track current scary usages of AI — hoping to raise awareness to its misuses in society Artificial intelligence in its current state is unfair, easily susceptible to attacks and notoriously difficult to control. Nevertheless, more and more concerning the uses of AI technology…

Table of content Introduction Why Python for PDF processing Common Python Libraries Extracting Text from pdf Reading the Table data from pdf Export Pdf into Excel Further Reading Introduction Being a high-level, interpreted language with a relatively easy syntax, Python is perfect even for those who don’t have prior programming experience…

Keras style model.summary() in PyTorch model.summary in keras gives a very fine visualization of your model and it's very convenient when it comes to debugging the network. Here is a barebone code to try and mimic the same in PyTorch. …

Python has proven itself as a highly capable language — approachable for newcomers, but powerful in the hands of experts. Why shouldn’t you be able to use Python everywhere that you need to tell a computer to do something? And shouldn’t your tools exploit all the capabilities of Python as…

Table of content Testing General Testing terms Testing Objective Testing Principle Fundamental Test Process Test Level,Types and Approaches Testing Software testing is a process of executing a program or application with the intent of finding the errors The process of verifying and validating that a software program or application or product: …

Table of content Machine Translation Statistical Machine Translation Neural Machine Translation Encoder Decoder Attention Mechanism Training Complete Code for translating of German phrases to English in Keras Machine Translation? Machine translation is the task of automatically converting source text in one language to text in another language. In a machine translation task…

Region Based Convolution Neural Network The purpose of R-CNNs(Region Based Convolution Neural Network) is to solve the problem of object detection. Given a certain image, we want to be able to draw bounding boxes over all of the objects. …