Machine Learning Python Case Study - Predictive Modeling
Machine Learning
Python,Machine Learning,Development
Lectures -69
Resources -1
Duration -9 hours
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Course Description
This machine learning training provides the three most important and highly in-demand skills. These skills are the tangible benefits of this online training course:
- Understanding of Fundamental concepts: To be a successful data scientist, it is very important that one understands each and every concept well enough. Machine learning is not only about programming hence one needs to understand a lot of theory as well. This training course covers all the fundamental concepts in a very detailed manner.
- Python programming: Python is again a very popular data science programming language. People skilled in Python are huge in demand. Especially those people who know both R and Python are very well received by industries and this Machine learning course, therefore, teaches both of these.
Goals
- This course has been carefully crafted in order to upgrade oneself in the genre of Data Analysis and Data Science. This training will go a long way in making you the data scientist organizations are looking out for by means of making you understand deeper concepts of Machine Learning!
Prerequisites
This course has some pre-requisite to ensure that the candidates who enroll for it are well prepared to understand the course material. The pre-requisite is not too long and is also possible that a student can take a bridge course if pre-requites are not met.
- Students should have enough familiarity with basic linear algebra, calculus, probability, and statistic. These courses need not be at a very high level. If you remember what you learned in high school or junior college or can revise it quickly, then that should be enough.
- Familiarity with at least one programming language is recommended. Anyone language such as C, C++, Java, PHP, etc. is fine. This ensures that you understand the programming examples and assignments and do not spend too much time there. If you have not done coding before, you can take a bridge course before enrolling for this machine learning training. This will make your life very easy.
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction and Installation
3 Lectures
- Introduction to Predictive Modelling with Python 06:27 06:27
- Installation 08:37 08:37
- Courses Files
Data Preproccessing
6 Lectures
Linear Regression
6 Lectures
Salary Prediction
5 Lectures
Profit Prediction
9 Lectures
Boston Housing
11 Lectures
Logistic Regression
8 Lectures
Diabetes
11 Lectures
Credit Risk
10 Lectures
Instructor Details
Corporate Bridge Consultancy Private Limited
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