Courses¶

Explore my educational content and courses designed to help you master data science, programming, and technical skills.

Featured Courses¶

Python Programming ¶

Master Python programming fundamentals from basics to advanced concepts, building a solid foundation for data science and web development.

Level: Beginner | Duration: 6 weeks
Topics: Python Basics, Data Structures, Functions, OOP, File Handling
Prerequisites: Basic computer literacy, No programming experience required
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Data Analysis with Python ¶

Learn to analyze, manipulate, and visualize data using Python's powerful libraries including Pandas, NumPy, and Matplotlib.

Level: Intermediate | Duration: 8 weeks
Topics: Pandas, NumPy, Data Cleaning, Data Visualization, Statistical Analysis
Prerequisites: Python Programming fundamentals, Basic statistics knowledge
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Machine Learning with Python + Scikit-Learn ¶

Master machine learning algorithms and techniques using Python and Scikit-Learn, from supervised learning to model deployment.

Level: Advanced | Duration: 10 weeks
Topics: Scikit-Learn, Supervised Learning, Unsupervised Learning, Model Evaluation, Feature Engineering
Prerequisites: Data Analysis with Python, Statistics, Linear Algebra basics
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All Courses¶

Deep Learning with Python + PyTorch ¶

Master deep learning and neural networks using PyTorch, from fundamentals to advanced architectures like CNNs, RNNs, and Transformers.

Level: Advanced | Duration: 12 weeks
Topics: PyTorch, Neural Networks, CNNs, RNNs, Transformers, Computer Vision, NLP
Prerequisites: Machine Learning with Python, Linear Algebra, Calculus, Statistics
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Web Development with Python + Django and JavaScript + NextJS ¶

Master full-stack web development using Django for backend APIs and NextJS for modern frontend applications.

Level: Intermediate | Duration: 14 weeks
Topics: Django, NextJS, React, REST APIs, PostgreSQL, Authentication, Deployment
Prerequisites: Python Programming, JavaScript basics, HTML/CSS fundamentals
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