avneeshbalyan Goto Github PK

anomaly-detection-using-unsupervised-machine-learning-algorithms-in-hvac-system

Applied unsupervised machine learning algorithms (K-Means Clustering and Isolation Forest) on time series data collected from an Air Handling Unit of a building to detect anomalous behavior of the system. Applied exploratory data analysis using Python to identify non-optimal working conditions of the AHU. Designed an automated anomaly detection sy

cs239s_ml_system_design

Yu Long's note about Stanford CS239S Machine Learning System Design

datacamp

datascience101

Yu Long's note about data science

edu.io

this is downloadings of all educative.io free student subscription courses as pdf from GitHub student pack

educative.io

grok_sdi_educative

Grokking the System Design Interview Course

grokking-system-design

Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems theory to product development.

home_camera

Home Camera

isc2-cc-study-material

ISC2-CC-Study-Material

machine-learning-concepts

Machine Learning Concepts with Concepts

machine-learning-design-primer

Learn how to design Machine Learning systems and prepare for an interview.

machine-learning-stanford-andrew-ng

# Machine Learning (Coursera) This is my solution to all the programming assignments and quizzes of Machine-Learning (Coursera) taught by Andrew Ng. After completing this course you will get a broad idea of Machine learning algorithms. Try to solve all the assignments by yourself first, but if you get stuck somewhere then feel free to browse the co

machine-learning-systems-design

机器学习系统设计案例与测试 Machine Learning Systems Design Cases & Tests

mfg-ml-examples

Practical examples of machine learning use cases in manufacturing

ml-system-design

Machine Learning System Design

network-segmentation-cheat-sheet

Best practices for segmentation of the corporate network of any company

predictive_digitaltwin_windfarm

A feasible digital twin solution prototype for industry 4.0, which will be demonstrated for offshore wind farms through lab-based physical twins and customized interactive 3D visualization along with AR platform that will enable two-way communication between physical and digital assets.

production-level-deep-learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

stanford---machine-learning-coursework

Topics - Linear Regression, Logistic Regression, Regularization, Neural Networks, System Design, Support Vector Machines, Unsupervised Learning (k-Means algorithm for clustering), Dimensionality Reduction (principal components analysis), Anomaly Detection, Recommender Systems, Large Scale Machine Learning, and Photo Optical Character Recognition.

studies-for-exam-cc-isc2

The purpose of this repository is to concentrate information, concepts and studies for the Certified in Cybersecurity (ISC²) exam.

system-design-architecture-and-infra

system-design-prep

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

system-designs

This repo includes system design concepts, topics, AWS Services, capacity planning etc.

til

Today I Learned

training

Node-Red Training

transformer-from-scratch-notes

Notes about "Attention is all you need" video (https://www.youtube.com/watch?v=bCz4OMemCcA)