Projects

1.5. Projects#

Here are some projects (we will have much more) that we are going to explore on our journey.

1.5.1. Boston House Prices#

1.5.2. Iris Classification#

1.5.3. Handwritten Digit Recognition#

1.5.4. Spotify Tracks Dataset#

1.5.5. Customer Clustering and Segmentation#

1.5.6. Sentiment Analysis#

1.5.7. AI playing games#

1.5.8. Tech Skills#

  • Python, Pandas, NumPy, SciPy, Spark, SQL

  • Sckit-learn, Seaborn, matplotlib, Optuna, SHAP

  • OpenCV, PyTorch, TensorFlow

  • AWS, Cloud

1.5.9. Prerequisites#

  • Programming knowledge (python preferred)

  • Calculus, Linear Algebra,

  • Statistics, Probabilities

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