Prasan Cumar N's repositories
dash-predictive-maintenance
Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To predict the date when equipment will completely fail (RUL), XGBoost is used and achieved RMSE error is 0.033964 days, which is highly accurate.
Twitter-Bot-1
This Twitter Bot will follow all users following your account and favorite, retweet, follow and reply to tweets and users based on a keyword search. All bundled nicely into a Tkinter GUI application.
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
Capstone
Distracted Driver Detection
Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
data-engineering-zoomcamp
Free Data Engineering course!
db2-event-store-iot-analytics
IoT sensor temperature analysis and prediction with IBM Db2 Event Store
devops-master-class
Devops Tutorial for Beginners - Learn Docker, Kubernetes, Terraform, Ansible, Jenkins and Azure Devops by Ranga Karanam
fastprogress
Simple and flexible progress bar for Jupyter Notebook and console
flask-soft-ui-dashboard
Soft UI Dashboard - Open-source Flask Dashboard | AppSeed
github-slideshow
A robot powered training repository :robot:
IsolationForestTutorial
Code from my tutorial in my Medium article "How to perform anomaly detection with the Isolation Forest algorithm."
LNN
A `Neural = Symbolic` framework for sound and complete weighted real-value logic
Marketing-Data-Science
Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics include Markov chains, A/B testing, customer segmentation, and machine learning models (logistic regression, support vector machines, and quadratic discriminant analysis).
mindsdb
In-Database Machine Learning
mlops-zoomcamp
Free MLOps course from DataTalks.Club
nlp-tutorial-1
A list of NLP(Natural Language Processing) tutorials
obsei
Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .
Python-Course
Free Python Course: From Beginner To Advanced
Python-programming-exercises
100+ Python challenging programming exercises
RasaCore_RasaNlu_Flask
HR bot assistant Backend using Rasa Core and Rasa NLU
SBSPS-Challenge-1160-Predicting-the-energy-output-of-wind-turbine-based-on-weather-condition
Predicting Energy Output of Wind Turbine
scikit-learn-tips
:robot::zap: 50 scikit-learn tips
shiny
Easy interactive web applications with R
Twitter-Bot
Twittier-Bot using tweepy and tkinter allowing user to reply, retweet, favorite a tweet based on keyword search without opening the Twitter application
udemy-docker-mastery
Udemy Course to build, compose, deploy, and manage containers from local development to high-availability in the cloud
Wind_Data_Analytics
A repository with common tips and tricks on data analytics