🎓 Adeptus Data Science Learnathon 2025

🚀 A Hands-On 3-Day Data Science Workshop

Master data science skills and compete in an exciting challenge!

🏆 About The Event

The Adeptus Data Science Learnathon is an online workshop designed for students to dive into data science through hands-on projects. Over 3 days, participants will learn, experiment, and compete using real-world datasets.

📅 Event Details

• Dates: 28 February 2025 to 02 March 2025
• Mode: Online
• Daily Time Commitment: 2-3 hours
• Team Size: Solo or Teams (2-3 members)
• Registration Fee: Free

📚 Learnathon Structure

The learnathon is structured in such a way that it helps even complete beginners to get into the space of data science and get their hands dirty on basic projects.

Day 1: Foundations of Data Science & EDA

🛠 Topics Covered:

• Introduction to Data Science
• Python Libraries (pandas, numpy, matplotlib, seaborn)
• Data Cleaning & Handling Missing Values
• Exploratory Data Analysis (EDA)
• Hands-on Exercise: Analyzing & Visualizing a Dataset

📌 Task: Perform EDA on a given dataset and submit insights.

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Day 2: Machine Learning Fundamentals

🛠 Topics Covered:

• Supervised Learning (Regression & Classification)
• Feature Engineering & Selection
• Model Training using scikit-learn
• Model Evaluation (Accuracy, Precision, Recall, F1-score)
• Hands-on Exercise: Train & Evaluate a Classification Model

📌 Task: Build a classification model and report metrics.

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Day 3: Final Competition - Solve a Real-World Problem

🏁 Challenge: Participants will be given a synthetic dataset to preprocess, analyze, and build a predictive model.

📌 Final Submission:

• Preprocessed Data & Insights
• Model Predictions
• Report on Findings & Approach

🏆 Evaluation Criteria:

• Data Cleaning & Analysis (30%)
• Model Performance & Accuracy (30%)
• Feature Engineering & Creativity (20%)
• Report & Presentation (20%)

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🎁 What You Get

• Interactive Jupyter Notebooks & PDFs
• Hands-on experience with real datasets
• Networking with fellow data enthusiasts
• Certificates for all participants
• Prizes for top performers

📝 Registration Process

1. Fill out the online registration form.
2. Receive datasets & learning materials.
3. Participate, learn, and compete!

Register Now

📞 Contact Information for Doubts

• Nithish Khanna - 8248293794
• Harini - 9384088362

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