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Name: Shivam Singh

Type: User

Bio: I'm Data science trainer & consultant specializing in data analysis, machine learning algorithms, statistical modelling, computer vision, and NLP.

Shivam Singh's Projects

computer-vision-for-smoker-detection-enhancing-public-health-surveillance-with-advanced-algorithms

This project endeavours to make significant contributions to the field of smoker detection and public health surveillance. The outcomes of this research have the potential to inform policy decisions, guide smoking cessation interventions, and contribute to the creation of healthier environments worldwide.

credit-card-customer-segmentation-for-alllife-bank

To identify different segments in the existing customer based on their spending patterns as well as past interaction with the bank.

deployement-of-automatic-water-quality-prediction-system-on-streamlit-cloud

The project aims to develop the classification model that can label any new water sample as either safe or unsafe for drinking based on the parameters such as aluminium, ammonia, fluoride, chromium, copper and bacteria with high accuracy.

deployment-of-heart-disease-prediction-system-using-machine-learning-and-flask

In this repository, I have used different Machine Learning algorithms and compare these algorithms based on different evaluation metrics such as accuracy score, recall score and f1-score etc. and later deployed the model using Flask API.

detecting-lane-line-on-highway

Detecting Lane Line is one of the most fundamental concepts for building self-driving cars. In this project I have used OpenCV, applying Canny edge detection and Hough Transformation to fine Lane Lines on the roads.

emergency-vs-non-emergency-vehicle-classification

Fatalities due to traffic delays of emergency vehicles such as ambulance & fire brigade is a huge problem. In daily life, we often see that emergency vehicles face difficulty in passing through traffic. So differentiating a vehicle into an emergency and non emergency category can be an important component in traffic monitoring as well as self drive

end-to-end-spam-mail-detection-application-with-python

This is a 3 days bootcamp on how to build End to End Spam Mail Detection Application using NLP with Python.

facial-expression-detection-using-cnn-real-time-recognition-with-webcam

The project aim is to develop a facial expression detection system using CNNs that can accurately recognize and classify facial expressions across a range of emotions.

fifa-2018-data-analysis-

In this project, we will be looking at the player data provided by FIFA which contains information such as personal details, wages, physical attributes, technical skills, potential and their positional strengths. This is primarily data of FIFA 2018.Through this project, you will get a glimpse of insights behind the beautiful game and the kind of

full-stack-data-science-with-python-machine-learning-deep-learning-nlp-with-deployment

The repository will cover all the basics of python, supervised and unsupervised learning, mathematics of neural networks, computer vision, NLP and 5-different real-world case studies.

healthcare-analytics-ii---av-hackathon

The Competition is conducted by Analytics Vidhya named Janatahack - Healthcare Analytics II. The task is to accurately predict the Length of Stay for each patient on case by case basis so that the Hospitals can use this information for optimal resource allocation and better functioning. The length of stay is divided into 11 different classes rangin

job-a-thon---june-2022---smart-lead-scoring-engine

In this project, a task is to predict the propensity to buy a product based on the user's past activities and user level information.

predict-students-dropout-and-academic-success

The aim of this project is to contribute to the reduction of academic dropout and failure in higher education, by using machine learning techniques to identify students at risk at an early stage of their academic path, so that strategies to support them can be put into place.

road-accidents-analysis-with-power-bi

This project aims to create end to end dashboard with different charts and KPI's in Power BI to analyze the US road accidents data.

sales-performance-analysis-dashboard-with-looker-studio

Created a dynamic sales performance analysis dashboard using Looker Studio is an effective way to visualize and analyze sales data in real-time.

skin-cancer-detection-using-resnet-50-deployed-on-streamlit

Classify Skin cancer from the skin cancer pictures using ResNet 50. The dataset for the project is obtained from the Kaggle ISIC-Archive.

stack-overflow-data-analysis

This repository contains the notebook where all the statistical analysis has been done based on the dataset which we have collected from public survey.

topic-modelling-for-research-article

Researchers have access to large online archives of scientific articles. As a consequence, finding relevant articles has become more difficult. Tagging or topic modelling provides a way to give token of identification to research articles which facilitates recommendation and search process. Given the abstract and title for a set of research articl

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