My blog

Building Deep Neural Networks

Thu, 25 Sep 2025 00:00:00 +0000

In Week 2, we trained a logistic regression classifier for the cat vs. non-cat dataset. It reached about 70% test accuracy, but logistic regression is fundamentally limited: it can only draw one linear boundary.

Planar Data Classification with One Hidden Layer

Mon, 15 Sep 2025 00:00:00 +0000

For Week 3 of the Deep Learning Specialization, we move beyond logistic regression and build our first neural network — one with a single hidden layer. The task is to classify a toy flower-shaped dataset, which logistic regression cannot handle well.

Logistic Regression with a Neural Network Mindset

Sun, 07 Sep 2025 00:00:00 +0000

I’m currently taking Neural Networks and Deep Learning (part of the Deep Learning Specialization on Coursera).
One of the first building blocks we meet is logistic regression.

Training a Perceptron on Logical Operators

Sun, 07 Jan 2024 00:00:00 +0000

One of the fundamental concepts in machine learning domain is the perceptron, an algorithm inspired by the functioning of a neuron. In this blog post, we will explore the intricacies of perceptron, understand how they learn, and delve into the practical aspect of training a perceptron on logical operators.

Mirror Controller Shapes Documentation

Wed, 25 Oct 2023 00:00:00 +0000

Are you tired of manually repositioning asymmetrical components to match control curves on the opposite side in Maya? Look no further! Mirror Controller Shape is here to simplify your workflow and save you time. With just a few clicks, you can effortlessly mirror control shapes across different axes, ensuring symmetry and consistency in your projects.

PyCharm autocomplete setup for MotionBuilder scripting

Sun, 11 Jun 2023 00:00:00 +0000

PyCharm, a popular Python IDE, can greatly enhance your scripting experience in MotionBuilder. This tutorial will guide you through the process of configuring PyCharm for MotionBuilder scripting, enabling autocompletion feature to streamline your development workflow.

Duplicate objects along curve

Sat, 03 Sep 2022 00:00:00 +0000

beads

In this post, I will describe how we can duplicate objects along a curve using Maya Mash. For the Dora Milaje model, I had to place the beads on a leather jacket. After a bit of research I came to the conclusion that Maya Mash would be a good way of doing that.

Welcome to my Blog!!

Sun, 31 Jul 2022 00:00:00 +0000

After more than a decade of immersing myself in the world of CG and gaming, I have finally made the decision to start my own blog. This space will serve as a platform for my personal growth, allowing me to make incremental changes and improvements every single day. Inspired by the timeless principle that “the best way to learn something is to teach it,” I aim to share my insights, observations, and experiences with the wider community. Join me on this exciting journey of exploration as I delve into industry trends, machine learning, art, games, characters, rigging, mathematics, and much more.

Awards

Sun, 10 Apr 2022 00:00:00 +0000

Hugo Awards, an annual literary award for the best science fiction or fantasy works

Certifications

Sun, 10 Apr 2022 00:00:00 +0000

Hugo Certifications

About

Sun, 21 Mar 2021 00:00:00 +0000

Swap, Technical Artist

Tue, 28 May 2019 00:00:00 +0000

Contact

Fri, 08 Mar 2019 00:00:00 +0000

Contact Page

Mon, 01 Jan 0001 00:00:00 +0000

Legal Disclosure

Information in accordance with the applicable law

Jane Doe
Anatole Street 10
2016 GoHugo
Germany