Pinned Repositories
Algorithms-complexity-calculation-using-python
Capstone-Project--Loan-Default-Prediction
A classification model to predict clients who are likely to default on their loan and give recommendations to the bank on the important features to consider while approving a loan.
Data-Visualization-using-Tableau
Deep-Learning-Resources
EDA-and-Data-Visualization---FoodHub-Order-Analysis
Main focus of this repository is Exploratory data analysis (EDA), Data Visualization and Statistical analysis
Generative-AI-Application--Support-Ticket-Categorization
A Generative AI application using a Large Language Model to automate the classification and processing of support tickets.
Hackathon--Travel-Experience
This problem statement is based on the Shinkansen Bullet Train in Japan, and passengers’ experience with that mode of travel. This machine learning exercise aims to determine the relative importance of each parameter about their contribution to the passengers’ overall travel experience.
LangChain_Data_Science_Assistant
A Generative AI solution using the LangChain framework and a Large Language Model to automate tasks pertaining to Data Analysis, Data Science, Database Querying and Retrieval-Augmented Generation.
Machine-Learning--Potential-Customers-Prediction
An online education company was trying to convert their customers (lead) to paid customers. Analyze and build an ML model to identify which leads are more likely to convert to paid customers.
Understanding-and-Implementing-the-Activation-Function
TasnimNiger's Repositories
TasnimNiger/Understanding-and-Implementing-the-Activation-Function
TasnimNiger/Generative-AI-Application--Support-Ticket-Categorization
A Generative AI application using a Large Language Model to automate the classification and processing of support tickets.
TasnimNiger/LangChain_Data_Science_Assistant
A Generative AI solution using the LangChain framework and a Large Language Model to automate tasks pertaining to Data Analysis, Data Science, Database Querying and Retrieval-Augmented Generation.
TasnimNiger/Deep-Learning-Resources
TasnimNiger/Data-Visualization-using-Tableau
TasnimNiger/EDA-and-Data-Visualization---FoodHub-Order-Analysis
Main focus of this repository is Exploratory data analysis (EDA), Data Visualization and Statistical analysis
TasnimNiger/Machine-Learning-Resources
TasnimNiger/Model-Serialization
TasnimNiger/Natural-Language-Processing
All NLP related necessary python projects
TasnimNiger/Python-Programming
TasnimNiger/Tune-a-CatBoostClassifier-model-with-Optuna
Optuna is a hyperparameter tuning library to find the best hyperparameters for any tree based model.
TasnimNiger/Web-Scraping-with-Python
TasnimNiger/Object-Oriented-with-CPP
TasnimNiger/Fake-News-Detection
A machine learning model that can identify fake news articles.
TasnimNiger/LangChain-resources
TasnimNiger/Large-Language-Model
TasnimNiger/Prompt-Engineering
TasnimNiger/Statistics-Books
TasnimNiger/TasnimNiger
My personal repository
TasnimNiger/Azure-Cloud-ML-Advertising-Business-Project
Train, Tune & Deployment of a machine learning project in Azure cloud platform
TasnimNiger/Azure-ML-Cloud-Model-Monitoring
Explore the importance of model monitoring and its role in ensuring the ongoing performance and reliability of machine learning models. Conduct long-term model monitoring checks like data drift, target checks, Kolmogorov-Smirnov test, and model drift for sustained model performance assessment.
TasnimNiger/Azure-MLOPs-Pipeline-Jobs
The main focus of this project is on understanding and implementing Azure Pipelines
TasnimNiger/Azure-MLOPs-Pipeline-Workflow
MLOps principles, utilize version control and CI/CD workflows with GitHub Actions and successfully deploy ML projects in Azure ML, ensuring streamlined and automated ML development workflows.
TasnimNiger/Cassava-Leaf-Disease-Classification
This repository has been created as project work of the Data Science and AI Internship program by Bytes of Intelligence, showcasing my commitment to the program.
TasnimNiger/Detect-Pneumonia-from-Chest-X-Ray-Images
The code provided is designed to detect pneumonia from chest X-ray images using a Convolutional Neural Network (CNN) implemented in TensorFlow Keras.
TasnimNiger/DSC-August24
TasnimNiger/Identify-Lung-Cancer-from-CT-Scan-images
Identify Lung Cancer from CT-Scan images using Identity Block in ResNets like architecture
TasnimNiger/Identify-Thought-Pattern
This repository contains the code and data for cutting-edge research aimed at identifying the thought patterns of patients with psychotic disorders.
TasnimNiger/Leaf-disease-classification-using-TensorFlow-and-MobileNetV2-pretrained-model
Applied MobileNetV2 pretrained model for Leaf disease classification using TensorFlow Library
TasnimNiger/MLOps-Zoomcamp