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Want to study machine learning, but worried that your math skills may not be up to it? Do words like “algebra’ and “calculus” fill you with dread? Has it been long since you studied math at school that you’ve forgotten much of what you learned in the first place? The course provides a hands-on approach to working with data and applying the techniques you’ve learned.
Assessment
This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.
Certification
Edukite courses are free to study. To successfully complete a course you must submit all the assignment of the course as part of the assessment. Upon successful completion of a course, you can choose to make your achievement formal by obtaining your Certificate at a cost of £49. Having an Official Edukite Certification is a great way to celebrate and share your success. You can:
- Add the certificate to your CV or resume and brighten up your career
- Show it to prove your success
Course Credit: Microsoft
Course Curriculum
| module :1 | |||
| Welcome | 00:01:00 | ||
| Preparing for the Labs | 00:03:00 | ||
| Getting Started with Equations | 00:02:00 | ||
| The Distributive Property | 00:01:00 | ||
| Introduction to Linear Equations | 00:01:00 | ||
| Intercepts and Slope | 00:03:00 | ||
| Systems of Equations | 00:00:00 | ||
| Exponentials, Radicals, and Logarithms | 00:03:00 | ||
| Polynomials | 00:01:00 | ||
| Polynomial Operations | 00:04:00 | ||
| Factorization | 00:03:00 | ||
| Factoring Squares | 00:03:00 | ||
| module :2 | |||
| Introduction to Quadratic Equations | 00:02:00 | ||
| Functions | 00:02:00 | ||
| Rates of Change | 00:02:00 | ||
| Introduction to Limits | 00:02:00 | ||
| Continuity | 00:01:00 | ||
| Finding Limits | 00:04:00 | ||
| Introduction to Differentiation | 00:03:00 | ||
| Differentiability | 00:01:00 | ||
| Derivative Rules and Operations | 00:03:00 | ||
| Using Derivatives to Analyze Functions | 00:05:00 | ||
| Second Order Derivatives | 00:03:00 | ||
| Optimizing Functions | 00:02:00 | ||
| Multivariate Differentiation | 00:02:00 | ||
| Introduction to Integration | 00:01:00 | ||
| module :3 | |||
| Introduction to Vectors | 00:04:00 | ||
| Vector Addition | 00:01:00 | ||
| Vector Multiplication | 00:02:00 | ||
| Introduction to Matrices | 00:01:00 | ||
| Matrix Mulitplication | 00:01:00 | ||
| Identity Matrices | 00:33:00 | ||
| Matrix “Division” | 00:03:00 | ||
| Solving Systems of Equations with Matrices | 00:01:00 | ||
| Matrix Transformations 555 | 00:01:00 | ||
| Eigenvalues and Eigenvectors | 00:02:00 | ||
| Data | 00:02:00 | ||
| module :4 | |||
| Visualizing Data | 00:02:00 | ||
| Measures of Central Tendency | 00:04:00 | ||
| Measures of Variance | 00:04:00 | ||
| Comparing Data | 00:02:00 | ||
| Probability Basics | 00:02:00 | ||
| Conditional Probability and Dependence | 00:07:00 | ||
| Binomial Variables and Distributions | 00:05:00 | ||
| Sample and Sampling Distributions | 00:02:00 | ||
| Confidence Intervals | 00:02:00 | ||
| Hypothesis Testing | 00:04:00 | ||
| Assessment | |||
| Submit Your Assignment | 00:00:00 | ||
| Certification | 00:00:00 | ||
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