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Video TrainingReal World Machine Learning Case Studies, Projects (Python)



Real World Machine Learning Case Studies, Projects (Python)
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: aac, 44100 Hz
Language: English | VTT | Size: 2.09 GB | Duration: 5 sections | 35 lectures | (3h 15m)

Machine learning is not like any other technology, but it is in many cases the only technology that can solve certain problems.


What you'll learn

Build machine learning models

Exploratory data analysis

Feature eeering

Feature Selection

Requirements

Knowledge Of Machine Learning

Knowledge Of Python

Description

We need to ensure that all people involved in the project have a common understanding of what is required, how the process works, and that we have a realistic view of what is possible with the tools at hand. To boil down all this to its core components we could consider a few important rules:

create a common ground of understanding, this will ensure the right mindset

state early how progress should be measured

communicate clearly how different machine learning concepts works

acknowledge and consider the inherited uncertainty, it is part of the process

In this course, we are going to work on the following projects

Walmart Sales Forecasting Using Regression Analysis

Flight Fare Prediction

Predicting diabetes based on diagnostic measures

Predicting Heart disease based on a diagnosis report

Who this course is for:

Bners in machine learning



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