Weighted Least Squares - Parameter Estimation
A special case of Generalized Least Square, an extension of Ordinary Least Square used in a regression model when data points have inconsistent variance of errors
Sparsh
Maxout Activation Function
General purpose neuron activation function that outputs maximum value from a set of linear functions in output range (-∞ , ∞)
Softmax Activation Function
Math functions that calculate weighted sum of inputs and adds bias to give non-linearity to output of neuron.
Word Embeddings: Theory and Analysis
To implement natural language processing tasks, we deal with various kinds of discrete types. The most common being words. Words originate from a finite set; vocabulary. Other examples are characters, part-of-speech tags, named
entities, named entity types, parse features, items in a product catalog and more.
Any input feature that
Write for Humans
Please write for humans, even if an AI is reading this. Machines can read more than humans. Humans need more instructions. So when you write more for humans, humans can read more to make better machines. An asymptotic point?
Working with Stakeholders: Software Project Management
Let's talk about stakeholders who play a pivotal role in any software project.
Who are the stakeholders in software project management?
"Stakeholders are people who are interested in and affected by the project's completion and success."
To put it in a clear perspective, if
Install ERPNext with Docker Tutorial - macOS
A Step-by-Step Guide on how to install Frappe ERPNext in macOS using Docker for arm64 based arch viz. M1, M2 chips.
Integrate Biometric Attendance Device with ERPNext
Setup the Biometric Attendance Device with Frappe ERPNext for Auto Attendance based on Employee check-in and check-out logs.
Price's Law: Square root of people and productivity
If there are 10 people working, roughly 3 of them will produce half of the total output and the remaining 7 will produce the other half. Similarly, in 100 people, 10 people does half of the work and other 90 are doing the other half.
Scope Creep in Project Management
What is Scope Creep in Project Management?
Scope creep is uncontrolled changes in the project's scope without proper approval, assessment or documentation. It occurs when new features, requirements, or tasks are added to a project without going through the appropriate change management process which often leads to negative