Data Science with Python

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Related lectures (56)

Programming Basics: Control Structures and Functions Log in to Mediaspace to watch this video

Introduces fundamental programming concepts in Python, focusing on control structures like conditions and loops.

Control Structures; Functions Log in to Mediaspace to watch this video

Covers control structures, loops, and functions in C language, emphasizing the importance of local variables and avoiding global variables.

Python Crash Course Log in to Mediaspace to watch this video

Provides a Python crash course covering basic arithmetics, complex numbers, strings, lists, dictionaries, and more.

Introduction to C Programming Log in to Mediaspace to watch this video

Introduces fundamental C programming concepts, covering variables, control structures, functions, and pointers, with practical examples and exercises.

Introduction to C Programming Log in to Mediaspace to watch this video

Covers the basics of C programming, including syntax, data types, pointers, arrays, and compilation commands.

Introduction to C Programming: Basics and Compilation Log in to Mediaspace to watch this video

Covers the basics of C programming, including syntax, structure, and compilation processes.

Functions and Control Structures in Python Log in to Mediaspace to watch this video

Introduces functions and control structures in Python, emphasizing their importance for code organization and reusability.

Introduction to Matplotlib Log in to Mediaspace to watch this video

Introduces matplotlib for 2D graphic representation and data visualization with numpy.

Introduction to NumPy: Basics of Scientific Computing Log in to Mediaspace to watch this video

Introduces NumPy, focusing on array creation, manipulation, and its advantages for scientific computing.

Advanced Analysis II: Functions in R² Log in to Mediaspace to watch this video

Explores functions in R² with sets where x² + y² ≤ 1.

Functions in R²: Definitions and Examples Log in to Mediaspace to watch this video

Introduces functions in R² with examples and graphical techniques, illustrated by Peter Wittwer.

Mathematica Tutorial: Graphics and Functions Log in to Mediaspace to watch this video

Introduces Mathematica basics, including graphics creation, list manipulation, and function definition.

C++ Programming: Structures and Typedef Log in to Mediaspace to watch this video

Covers the fundamental concepts of C++ programming, focusing on structures, typedef, and data processing.

Entropy and the Second Law of Thermodynamics Log in to Mediaspace to watch this video

Covers entropy, its definition, and its implications in thermodynamics.

Matlab 2: Vectorisation and Functions Log in to Mediaspace to watch this video

Covers vectorisation, functions, and flow control in Matlab, emphasizing the importance of avoiding global variables and providing examples of simple plots and debugging techniques.

Analysis I: Intermediate Value Theorem Log in to Mediaspace to watch this video

Covers the Intermediate Value Theorem, functions' properties, continuity, finding roots, and differentiation concepts.

Matlab Programming: Script and Function Log in to Mediaspace to watch this video

Explores Matlab programming with scripts and functions, vectorization, and 2D graphics.

Advanced Analysis II: Examples and Representations Log in to Mediaspace to watch this video

Explores advanced analysis topics through examples and graphical representations of functions.

Equidistribution of CM Points Log in to Mediaspace to watch this video

Covers the joint equidistribution of CM points and explores convergence in multiple variables.

Limits: More about Functions and Sequences Log in to Mediaspace to watch this video

Covers advanced topics related to limits and sequences.

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