The Beyond library · Learning path
Data science with Python
Arrays with NumPy, tables with pandas, charts with Matplotlib, a first machine-learning model — and then how neural networks and GPT work, built from scratch in code.
8 courses
Step 1 · 14 lessonsCourseObject Oriented Programming with Python - Full Course for BeginnersfreeCodeCamp.org
Step 2 · 9 lessonsCoursePython NumPy Tutorial for BeginnersfreeCodeCamp.org
Step 3 · 14 lessonsCourseComplete Python Pandas Data Science Tutorial! (2025 Updated Edition)Keith Galli
Step 4 · 9 lessonsCourseSolving real world data science tasks with Python Pandas!Keith Galli
Step 5 · 7 lessonsCourseIntro to Data Visualization in Python with Matplotlib! (line graph, bar chart, title, labels, size)Keith Galli
Step 6 · 10 lessonsCoursePython Machine Learning Tutorial (Data Science)Programming with Mosh
Step 7 · 11 lessonsCourseThe spelled-out intro to neural networks and backpropagation: building microgradAndrej Karpathy
Step 8 · 10 lessonsCourseLet's build GPT: from scratch, in code, spelled out.Andrej KarpathyMore collections
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