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AKTU Data Science Lab (MNDS801) Syllabus PDF – B.Tech Minor Degree in Data Science
Data Science Lab MNDS801
All syllabus, notes, question bank & PYQ for this subject
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- English
- Semester 8
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Official AKTU syllabus of Data Science Lab (MNDS801) for B.Tech Minor Degree in Data Science – 2 credits, L-T-P 0-0-4. Read the unit-wise course content, course outcomes, evaluation pattern and recommended books online, or download the PDF.
Syllabus — Data Science Lab
Download PDFMNDS801 · 2 credits · L-T-P 0-0-4
- Python Environment setup and Essentials.
- Mathematical computing with Python (NumPy).
- Scientific Computing with Python (SciPy).
- Data Manipulation with Pandas.
- Prediction using Scikit-Learn
- Use python to predict employee attrition in a firm and help them plan their manpower. (take data set from kaggle).
- Create customer clusters using different market strategies on a data set.
- Make a movie recommendation system.
- Develop a prediction mechanism to predict which employee can go on leave in a company in near future.
- Recognizing alphabets using SVM. Note: Subject Teachers may add or delete the experiments as per the requirement
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