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Expert-Led Curriculum

All Courses

Built by a Senior Data Scientist with 10+ years of enterprise ML experience. Every course is practical, current, and grounded in real-world projects.

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Python Data Analysis course — glowing Python snake logo with data charts Beginner
8 hours 42 lessons
4.9(312)

Python Data Analysis: From Zero to Pandas Expert

Master NumPy, Pandas, Matplotlib, and Seaborn through 8 real-world projects. No prior experience required — just Python basics.

  • NumPy arrays & vectorized operations
  • Pandas DataFrames & data wrangling
  • Matplotlib & Seaborn visualizations
  • 8 capstone projects with real datasets
$97Free
Course Cover Intermediate
12 hours 68 lessons
4.8(198)

Machine Learning: Linear Regression to Neural Networks

A complete ML journey — statistical foundations, Scikit-Learn pipelines, hyperparameter tuning, and model deployment with FastAPI.

  • Regression, Classification & Clustering
  • Scikit-Learn pipelines & GridSearchCV
  • Model evaluation & bias-variance tradeoff
  • FastAPI deployment & REST endpoints
$49
Course Cover Advanced
16 hours 84 lessons
4.9(147)

Deep Learning with PyTorch: CNNs, GANs & Transformers

Build image classifiers, generate AI art with GANs, and fine-tune large language models — all with production-quality PyTorch.

  • CNN architectures: ResNet, EfficientNet
  • Generative Adversarial Networks (GANs)
  • Transformer & attention mechanisms
  • Fine-tuning HuggingFace LLMs
$79
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Topics like Time Series Forecasting, MLOps & Deployment, and NLP with Transformers are in development. Get notified first.

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