About me
Hi there! 🎓 I'm Anuj, pre-final-year B.Tech Computer Science student with a strong passion for technology and innovation. 🛠️ Proficient in Data Analytics, Machine Learning, Python, and C++. 💡 Experienced in problem-solving and continually exploring advanced tools and technologies. 🤝 Committed to collaboration, continuous learning, and contributing to the tech community. 🚀 Driven to grow professionally and create meaningful impact through innovative solutions. Feel free to connect for opportunities or discussions!
What i'm doing
-
Data Cleaning
Clean the data by handling missing values, correcting errors, removing duplicates,and converting data types. This is crucial for accurate analysis.
-
Exploratory Data Analysis (EDA)
Perform analysis to understand patterns, correlations, and trends in the data. Use visualization tools like Matplotlib or Seaborn to help with this.
-
Feature Engineering
Create new feature or modify existing ones to improve model. This can involve encoding categorical variables, or extracting information from raw data.
-
Model Training
Train Model using a portion of the data (train set). Use different techniques like cross-validation to ensure the model performs well
-
Model Evalution
Test model with unseen data (test set) and evaluate it's performance using metrics like RMSE (Root Mean Square Error).
-
Deployment
Integrate the model into a live environment, making it available for users. Tools like Streamlit or cloud platforms(render,heroku) can be useful for deployment.
