Anomaly Detection in Python with Isolation Forest
Learn how to detect anomalies in datasets using the Isolation Forest algorithm in Python. Step-by-step guide with examples for efficient outlier detection.
Ensembling Neural Network Models
Discover how ensembling enhances neural network performance with step-by-step techniques, key advantages, and limitations.
Bias-Variance for Deep Reinforcement Learning: How To Build a Bot for Atari with OpenAI Gym
Reinforcement learning is a subfield within control theory, which concerns controlling systems that change over time and broadly includes applications such as self-driving cars, robotics, and bots for games. Throughout this guide, you will use reinforcement learning to build a bot for Atari video games. By following this tutorial, you will have gained an understanding of the fundamental concepts that govern one’s choice of model complexity in machine learning.
Установка дистрибутива Anaconda Python в Ubuntu 20.04
Anaconda — диспетчер пакетов с открытым исходным кодом, диспетчер среды и дистрибутив языков программирования Python и R. Он широко используется для анализа данных, машинного обучения, крупномасштабной обработки данных, научных вычислений и предиктивной аналитики. Anaconda…
Introduction to PyTorch: Build a Neural Network to Recognize Handwritten Digits
In this tutorial, you will focus on one specific task called object recognition, or image classification. Given an image of a handwritten digit, your model will predict which digit is shown.
Understanding t-SNE: Dimensionality Reduction Technique
Learn how t-SNE simplifies dimensionality reduction and data visualization by preserving data structures. Explore parameters and Python implementation.
Image Compression Using Autoencoders in Keras
In this tutorial we cover a thorough introduction to autoencoders and how to use them for image compression in Keras.
Faster R-CNN Explained for Object Detection Tasks
Learn how Faster R-CNN works for object detection tasks with its region proposal network and end-to-end architecture.
How to Build Machine Learning Web Application Using Gradio on Ubuntu
Learn how to build Machine Learning web applications on Ubuntu using Gradio with this step-by-step tutorial. Enhance your ML skills today!
How To Install the Anaconda Python Distribution on Ubuntu 20.04
This tutorial will guide you through installing the Python 3 version of Anaconda on an Ubuntu 20.04 server. Anaconda is an open-source package manager, environment manager, and distribution of the Python and R programming languages. It is commonly used for data science, machine learning, large-scale data processing, scientific computing, and predictive analytics.
