Linear Algebra for Data Science & Machine Learning - 2020

Duration: 1h25m | Video: .MP4 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | Size: 216 MB Genre: eLearning | Language: English Learn Basics of Linear Algebra (Mathematics) for Artificial Intelligence, Machine Learning and Data Science What you'll learn Basics of Linear Algebra for Machine Learning & Data Science Scalar & Vector Arithmetic Linear Equations Matrices - Tensors Requirements No prior knowledge is required Aim of Learning Machine Learning and Data Science Description LINEAR ALGEBRA for DATA SCIENCE & MACHINE LEARNING COURSE DESCRIPTION Why Learn Linear Algebra? Sets Linear Equation Systems What is a Scalar? Scalar & Vector Arithmetic Vector Addition and Subtraction Scalar Multiplication of Vectors Dot & Cross Product Dot Product Linear Algebra Style Vector Subspace Linear Combinations of Vectors Span Linear Dependence and Independence Solving Systems of linear equations Linear Equation Example Generating Set and Basis Linear Mapping/Linear Transformation Additivity Homogeneity Kernel Matrices - Tensors Matrix Multiplication Range of a Matrix Kernel of a Matrix Determinant of a Matrix Identity , Transpose and Inverse Matrix Eigenvector and Eigenvalue WHY LINEAR ALGEBRA? Linear algebra is absolutely key to understanding the calculus and statistics you need in machine learning and data science. If you can understand machine learning methods at the level of vectors and matrices you will improve your intuition for how and when they work. A deeper understanding of the algorithm and its constraints will allow you to customize its application and better understand the impact of tuning parameters on the results. THE OPPORTUNITIES YOU WILL HAVE WITH THIS COURSE In-class support: We don't just give you video lessons. We have created a professional Python Programmer team and community to support you. This means that you will get answers to your questions within 24 hours. WHO WE ARE: DATAI TEAM ACADEMY DATAI TEAM is a team of Python Programmers and Data Scientists. Let's register for the course and start to Linear Algebra for Data Science & Machine Learning. Who this course is for: Those who want to specialize in Machine Learning but not know linear algebra Those who want to learn a linear algebra but cannot decide where to start Those who want to start and continue their education or career in data science, machine learning or artificial intelligence Homepage https://www.udemy.com/course/linear-algebra-for-data-science-machine-learning/ Buy Premium From My Links To Get Resumable Support,Max Speed & Support Me Download now LINK

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