Скачать с ютуб Ultimate Beginner Introduction to NumPy and Matplotlib: Master Vectors, Matrices, and 3D Plots в хорошем качестве

Ultimate Beginner Introduction to NumPy and Matplotlib: Master Vectors, Matrices, and 3D Plots

NumPy and Matplotlib for beginners! If you want to learn machine learning, this video is for you! In this video, we will talk about the very basics of NumPy and Matplotlib. Through programming, we will understand row and column vectors, m by m matrices, simple matrix multiplication and 3D plotting in NumPy. This video is targeted at beginners who are completely new to the subject. We will be exploring concepts further in future videos. Links: Github Repo: https://github.com/Ryan-ProfProjects/... Chapters 00:00 Basics of Python 02:40 Introduction to NumPy, Making Vectors, Arrays, and Linspaces 05:06 Basic Matrix Multiplication 09:40 Transposing Vectors 14:00 Row vs Column Vectors 15:23 Introduction to Matplotlib 18:20 Meshgrids for 2D Inputs and 3D Plotting 22:40 Interactive Graphing 26:20 Interesting Outcomes 28:28 2D Plotting 29:20 PyTorch We'll See Later Machine Learning for Beginners [Part 1] Thank you for learning with me. Don't forget to like, comment, and subscribe for more tutorials! #numpy #matplotlib #ai #python #data #datascience #visualization #matrixmath #coding #matrixoperation #tutorial #pythontutorial #programming #engineering #machinelearning #deeplearning #deeplearningtutorial tags: numpy, matplotlib, python, python for beginners, numpy tutorial, matplotlib tutorial, python basics, learn numpy, learn matplotlib, beginner python tutorial, python programming, data visualization, python data analysis, numpy basics, matplotlib basics, coding for beginners, python newbies, python libraries, programming tutorial, python guide, python coding, python projects, data science, data visualization python, numpy for beginners, matplotlib for beginners, python tutorials, programming for beginners, python numpy tutorial, python matplotlib tutorial, easy python tutorial, python data visualization, python data science, python learning, python development, python step by step, python crash course, beginner coding, python beginner projects, python video tutorial, numpy tutorial,python numpy tutorial,numpy tutorial for beginners, numpy python tutorial, machine learning roadmap, supervised vs unsupervised learning