Python Programing
Programming Python Basics

Python Tutorial – 2 : Learn the Fundamentals

Introduction:Python is a high-level, interpreted programming language that is easy to learn and widely used in various fields. This course is designed to help you learn the fundamentals of Python programming. It covers essential topics such as manipulating lists, dictionaries, tuples, strings, list comprehension, enumerate and zip, and functional programming using map, filter, and reduce. […]

jupyter notebook
Python Basics

How to Install Jupyter Notebook?

Jupyter Notebook is a powerful tool that allows you to create and share documents that contain live code, equations, visualizations, and narrative text. It is widely used in data science, scientific research, and education. In this article, we will discuss how to install Jupyter Notebook on Windows and Mac systems Installing Jupyter Notebook on Windows […]

Machine Learning ML Algorithms

What is Machine Learning? Definitions from Authority Textbooks

Machine Learning is an interdisciplinary field drawing from various information sciences such as computer science, statistics, mathematics, and engineering. According to Tom Mitchell, the author of Machine Learning, it is “the field of machine learning is concerned with the question of how to construct computer programs that automatically improve with experience.” This short definition is […]

Data Science Featured

The Role of Data Scientists in Today’s Big Data, AI, and Machine Learning Landscape

As technology continues to advance at a rapid pace, businesses are generating and storing more data than ever before. However, data is only valuable if it can be analyzed and turned into insights that can inform decision-making. This is where data scientists come in. Data scientists are professionals who specialize in the analysis and interpretation […]

Jobs

Company: – SenseHawk

Location: – Bengaluru, Karnataka, India Industry Airlines/Aviation Employment Type Full-time Job Function Engineering, Information Technology Description As a software engineer at SenseHawk, you will be responsible for developing critical applications that are responsible for delivering valuable insights to our customers. Expectation are nothing more then ability to understand problems from first principles and sound programming […]

Data Analysis Data Science Machine Learning Mathematics for ML Model Performance Analysis

Precision-Recall Curve for Classification model analysis

Accuracy is something which gives an intuition of model performance. i.e. ratio of number of correct predictions with respect to total sample present. But what in case of unbalanced data.Imagine a case where we need to make a model to predict click through rate over a display rate. The click trough rate used to be […]

Machine Learning Mathematics for ML Model Performance Analysis

The ROC – AUC curves for Classification based Model Performance Analysis

Accuracy is something which gives an intuition of model performance. i.e. ratio of number of correct predictions with respect to total sample present. But what in case of unbalanced data.Imagine a case where we need to make a model to predict click through rate over a display rate. The click trough rate used to be […]

Jobs

Java / Scala Dev (Application Development)

Morgan Stanley Company Location Mumbai, Maharashtra, India Industry Financial Services Investment Banking Investment Management Employment Type Full-time Job Functions Engineering Information Technology Company ProfileMorgan Stanley is a leading global financial services firm providing a wide range of investment banking, securities, investment management and wealth management services. The Firm’s employees serve clients worldwide including corporations, governments […]