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AI/ML & Data Science

YBI Foundation • 1 Month Virtual Internship

Completed a 1-month virtual internship at YBI Foundation focusing on Artificial Intelligence, Machine Learning, and Data Science.

During the internship, I worked on real-world datasets, applying various ML algorithms for data analysis, prediction, and classification tasks. The experience provided hands-on exposure to the complete machine learning pipeline from data preprocessing to model deployment.

This internship strengthened my understanding of Python libraries like scikit-learn, Pandas, NumPy, Matplotlib, and Seaborn for data science applications.

Internship Certificate

Skills Gained

PythonMachine LearningData SciencePandasNumPyscikit-learnMatplotlibSeabornData PreprocessingFeature EngineeringModel EvaluationJupyter Notebook

Key Learnings

  • ▹End-to-end machine learning pipeline development and deployment
  • ▹Data cleaning, preprocessing, and exploratory data analysis (EDA)
  • ▹Feature selection and engineering for improved model accuracy
  • ▹Implementing regression, classification, and clustering algorithms
  • ▹Model evaluation using metrics like accuracy, precision, recall, and F1-score
  • ▹Data visualization techniques for communicating insights
  • ▹Working with real-world datasets and handling messy data
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