VIRENDRA KATE's repositories
Machine_Learning
Practical Machine Learning : Machine Learning in Nut shell, Supervised Learning, Unsupervised Learning, ML applications in the real world. Introduction to Feature engineering and Data Pre-processing: Data Preparation, Feature creation, Data cleaning & transformation, Data Validation & Modelling, Feature selection Techniques, Dimensionality reduction, Recommendation Systems and anomaly detection, PCA ML Algorithms: Decision Trees, Oblique trees, Random forest, Bayesian analysis and Naïve bayes classifier, Support vector Machines, KNN, Gradient boosting, Ensemble methods, Bagging & Boosting, Association rules learning, Apriori and FP growth algorithms, Linear and Nonlinear classification, Regression Techniques, Clustering, K-means, Overview of Factor Analysis, ARIMA, ML in real time, Algorithm performance metrics, ROC, AOC, Confusion matrix, F1score, MSE, MAE, DBSCAN Clustering in ML, Anomaly Detection, Recommender System Self-Study: • Usage of ML algorithms, Algorithm performance metrics (confusion matrix sensitivity, Specificity, ROC, AOC, F1score, Precision, Recall, MSE, MAE) • Credit Card Fraud Analysis, Intrusion Detection system
Advanced_Python_Programming
Repository of all Assigments of Advanced Python Programming of CDAC PG-DAI Course
AI-Based-Humanoid-Broadcaster
The AI-Based-Humanoid-Broadcaster project focuses on developing humanoid broadcasters utilizing Natural Language Processing (NLP) techniques to assist in providing summaries of news articles. With the help of this project, readers can easily obtain summarized short news articles.
BrainHealth-AI
BrainHealth AI is a cutting-edge project dedicated to the detection and analysis of brain tumors using advanced AI technology. Our platform offers efficient and accurate tumor detection, aiding medical professionals in early diagnosis and treatment planning. Join us in advancing brain health through innovation and technology
CareerFit-Analyzer
Revolutionize your job hunt with CareerFit Analyzer – the all-in-one tool for resume evaluation and job matching. Easily upload your resume and job descriptions to uncover invaluable insights, such as recommended roles, ATS scores, and personalized recommendations for job application success.
Database
Oracle and MySQL
GO_Language
All GO Lang codes.
House-Price-Prediction
Regression Model
OCR_Project_STACKFUSION
Train a simple Optical Character Recogniser(OCR) model to identify the text from an image.
PYTHON_CODE
All practice codes and assignments.
Salary-Price-Prediction
Binary Classification Model
SkinVision-AI
SkinVision AI: Swiftly identify skin conditions with AI. Upload images, get accurate diagnoses & info on symptoms/treatments
WeatherSnap
Stay ahead of the weather with WeatherSnap. Get real-time updates, forecasts, and insights for your location, ensuring you're always prepared for whatever nature brings.