Machine Learning | Bharat Intern
Remote Internship | November – 2023 – December – 2023

In the Machine Learning Internship at Bharat Intern, I completed three projects. 
Developed accurate ML models for House Price Predictions, Movie Recommendations, and Iris flower classification.
Explored, cleaned, and visualized diverse datasets. 
Implemented Random Forest and Neural Network Models using Python, scikit-learn, and TensorFlow. 
Created user-friendly Streamlit applications for real-world usability. 
Gained in-depth insights into ML concepts and effective data exploration techniques. 
Projects Link: https://github.com/IrtizaZaidi356/BharatIntern_Machine_Learni ng_Remote_Internship

Python Development | Code Alpha
Remote Internship | November – 2023 – December – 2023

In the Python Development Internship at Code Alpha, I completed three projects. 
Developed interactive Python projects: Hangman Game, URL Shortener, and Basic ChatBot.
Applied Tkinter for GUI, shortuuid for URL generation, and NLTK for NLP.
Strengthened Python skills in GUI development and NLP.
Demonstrated problem-solving abilities and adaptability.
Projects Link: https://github.com/IrtizaZaidi356/CodeAlpha_PythonIntern_Remo teInternship

Data Science | Oasis InfoByte
Remote Internship | November – 2023 – December – 2023

Data Science Internship at Oasis InfoByte focused on hands-on projects.
Developed predictive models for projects like IRIS Flower Classification, Unemployment Analysis, Car Price Prediction, Email Spam Detection, and Sales Prediction.
Proficient in Python, scikit-learn, and data visualization.
Developed ML models for classification and prediction.
Applied EDA techniques to gain insights into diverse datasets.
Enhanced user interaction for real-time predictions.
Projects Link: https://github.com/IrtizaZaidi356/OIBSIP

Python Develoer | OctaNet Software Services
Remote Internship | November – 2023 – December – 2023

In the Python Development Internship at OctaNet Software Services.
Developed a secure Python ATM System with user authentication and a user-friendly menu.
Implemented transparent financial tracking through transaction history.
Enabled error-free banking operations with robust input validation.
Contributed to a functional and secure system, providing essential services.
Established a foundation for future enhancements and realistic database integration.
Project Link: https://github.com/IrtizaZaidi356/OctaNetSW_PythonDevelopme nt_Remote_Internship 

Data Analyst | MeriSKILL | Remote Internship | October – 2023 – November – 2023

In the Data Analyst Internship at MeriSkill, I completed three projects.
The First Project involved Power BI Sales Data Analysis, which included extracting insights from extensive datasets, analyzing sales trends, identifying top-selling products, and creating an interactive dashboard.
The Second Project focused on Diabetes Prediction using Machine Learning (ML), utilizing Python libraries and a Random Forest Classifier Model for early diagnosis.
The Third Project, HR Analytics, combined data cleaning and visualization to enhance data integrity and support informed HR decisions, revealing trends in HR metrics.
These projects demonstrated my proficiency in data analysis, manipulation, and their application in healthcare and organizational decision-making. 
Projects Link: https://github.com/IrtizaZaidi356/MeriSKILL_Internship_Projects

Data Science | CodSoft | Remote Internship | September – 2023 – October – 2023

Data Science Internship at CodSoft focused on hands-on projects.
Developed predictive models for projects like Titanic survival and movie ratings, iris flower classification, sales prediction & Credit Card Fraud Detection.
Employed Python libraries, including Pandas, Numpy, Seaborn, Matplotlib, and Scikit-Learn.
Utilized Machine Learning (ML) techniques like Logistic Regression and Linear Regression.
Created data visualization graphics, translating complex data sets into comprehensive visual representations.
Identified, analyzed and interpreted trends in complex data sets using supervised and unsupervised learning techniques.
Successfully completed projects in data analysis, classification, and predictive modeling.
Projects Link: https://github.com/IrtizaZaidi356/CODSOFT

Major responsibilities include getting requirements from the user, writing stored procedures for reports and developing reports using Crystal Reports 2008. Maintaining proper documentation of the reports for future reference.
 Involved in writing stored procedures to get data from database.
 Developed unlinked, on-demand sub reports and linked sub reports using shared variables and complex reports like cross-tab reports.
Developed complex reusable formula, parameter reports and reports with advanced features such as conditional formatting, built-in/custom functions and stored them in repository explorer.
Exported reports from crystal to excel.

Responsible for identifying business requirements, functional design, process design, testing, training, defining support procedures, leading and supporting NetSuite implementations.
Provide administration and customization solutions to NetSuite customers.
Provide recommendation on client’s process and workflow relative to CRM, Administration and Suitebuilder.