Today Data Science and Machine Learning are used in almost every industry, including automobiles, banks, health, telecommunications, telecommunications, and more.
As the manager of Data Science and Machine Learning, you will have to research and look beyond common problems, you may need to do a lot of data processing. test data using advanced tools and build amazing business solutions. However, where and how will you learn these skills required in Data Science and Machine Learning?
DATA SCIENCE COURSE–OVERVIEW
Getting Started with Data Science
Define Data
Why Data Science?
Who is a Data Scientist?
What does a Data Scientist do?
The lifecycle of Data Science with the help of a use case
Job trends
Data Science Components
Data Science Job Roles
Math Basics
Multivariable Calculus
Functions of several variables
Derivatives and gradients
Step function, Sigmoid function, Logit function, ReLU (Rectified Linear Unit) function
Cost function
Plotting of functions
Minimum and Maximum values of a function
Linear Algebra
Vectors
Matrices
Transpose of a matrix
The inverse of a matrix
The determinant of a matrix
Dot product
Eigenvalues
Eigenvectors
Optimization Methods
Cost function/Objective function
Likelihood function
Error function
Gradient Descent Algorithm and its variants (e.g., Stochastic Gradient Descent Algorithm)
Programming Basics
R Programming for Data Science
Specification: Data Science with Python Complete Course
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Price | $12.99 |
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Provider | |
Duration | 20 hours |
Year | 2022 |
Level | All |
Language | English ... |
Certificate | Yes |
Quizzes | No |
$19.99 $12.99
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