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Machine Learning Python Case Study - Predictive Modeling

Machine Learning Python Case Study - Predictive Modeling

Machine Learning

updated on icon Updated on Jul, 2024

language icon Language - English

person icon Corporate Bridge Consultancy Private Limited

English [CC]

category icon Python,Machine Learning,Development

Lectures -69

Resources -1

Duration -9 hours

4

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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.
Machine Learning Python Case Study - Predictive Modeling

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction and Installation
3 Lectures
  • play icon Introduction to Predictive Modelling with Python 06:27 06:27
  • play icon Installation 08:37 08:37
  • play icon Courses Files
Data Preproccessing
6 Lectures
Tutorialspoint
Linear Regression
6 Lectures
Tutorialspoint
Salary Prediction
5 Lectures
Tutorialspoint
Profit Prediction
9 Lectures
Tutorialspoint
Boston Housing
11 Lectures
Tutorialspoint
Logistic Regression
8 Lectures
Tutorialspoint
Diabetes
11 Lectures
Tutorialspoint
Credit Risk
10 Lectures
Tutorialspoint

Instructor Details

Corporate Bridge Consultancy Private Limited

Corporate Bridge Consultancy Private Limited


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