Search result for Mathematics and statistics Online Courses & Certifications
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Mathematical Foundations of Machine Learning
by Dr Jon Krohn- 4.5
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15.5 hours on-demand video
Essential Linear Algebra and Calculus Hands-On in NumPy, TensorFlow, and PyTorch Mathematics forms the core of data science and machine learning. Jon Krohn, this course provides a firm grasp of the mathematics — namely the linear algebra and calculus — that underlies machine learning algorithms and data science models. Eigenvectors and Eigenvalues...
$17.99
Remote Sensing Image Acquisition, Analysis and Applications
by John Richards- 4.5
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Approx. 23 hours to complete
Welcome to Remote Sensing Image Acquisition, Analysis and Applications, in which we explore the nature of imaging the earth's surface from space or from airborne vehicles. This course covers the fundamental nature of remote sensing and the platforms and sensor types used. That requires the use of the mathematics of vector and matrix algebra, and statistics....
Financial Engineering and Risk Management Part I
by Martin Haugh , Garud Iyengar- 4.6
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Approx. 18 hours to complete
Financial Engineering is a multidisciplinary field drawing from finance and economics, mathematics, statistics, engineering and computational methods. Interest Rates and Fixed Income Instruments Floating Rate Bonds and Term Structure of Interest Rates Introduction to Mortgage Mathematics and Mortgage-Backed Securities Introduction to Mortgage Mathematics and Mortgage-Backed Securities Introduction to Mortgage Mathematics and Mortgage-Backed Securities...
QC051: Math Prerequisites for Quantum Computing
by Kumaresan Ramanathan- 4.6
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4 hours on-demand video
This is a refresher course in Mathematics for students who studied Math and Physics through 12th grade high school, but have now forgotten many of the details. I cover what you need to know: Probability, Statistics, Boolean Logic, Complex Numbers, and Linear Algebra....
$15.99
Learn Advanced Python Programming
by Python School- 5
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24 hours on-demand video
Also we have covered Machine Learning Models in this course as well with all the Mathematics and Statistics involved behind each Model I believe that after taking this course, you gonna feel much more satisfied and comfortable with your programming in Python as you will then be a professional programmer who is capable to give any job interview....
$9.99
Data Science 2021 : Complete Data Science & Machine Learning
by Jitesh Khurkhuriya- 4.6
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25.5 hours on-demand video
Statistics and Statistical Analysis for Data Science Also, without understanding the Mathematics and Statistics it's impossible to understand how some of the Data Science and Machine Learning algorithms and techniques work. Learn complete Mathematics of Linear Algebra, Calculus, Vectors, Matrices for Data Science and Machine Learning. Become an expert in Statistics including Descriptive and Inferential Statistics....
$14.99
The Math of Data Science: Linear Algebra
by Stephen Wang- 0.0
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8 Weeks
Linear algebra is at the core of all of modern mathematics, and is used everywhere from statistics and data science, to economics, physics and electrical engineering. The last chapter concerns inner products, which allow us to use linear algebra for approximating solutions; we will see how this allows for applications ranging from statistics and linear regression to digital audio....
$159
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Become a Python Data Analyst
by Packt Publishing- 4
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4.5 hours on-demand video
Take your data analytics and predictive modeling skills to the next level using the popular tools and libraries in Pytho world of Data Science and Analytics. Quantitative Economics and a M. in Applied Mathematics with more than and financial data. He founded Quant Company to provide consulting and training services in Data Science topics and has been a consultant for...
$15.99
Guided Tour of Machine Learning in Finance
by Igor Halperin- 3.8
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Approx. 24 hours to complete
This course aims at providing an introductory and broad overview of the field of ML with the focus on applications on Finance. Artificial Intelligence and Machine Learning, Part I Artificial Intelligence and Machine Learning, Part II How AI and Automation Will Shape Finance in the Future Geron, “Hands-On Machine Learning with Scikit-Learn and TensorFlow”, Chapter 1...
SPSS Beginners: Master SPSS
by SPSS Statisticians MyProjects- 4.5
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7 hours on-demand video
Learn SPSS Usage and SPSS Statistics This SPSS data analysis course was created for one reason, which is to help anyone without statistics or mathematics background to analyze data in SPSS, choose the right descriptive statistics technique and write up the result of the findings with confidence. What is the type of variable and how many do you have?...
$9.99
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