Linear Regression: Supervised ML for Predictive Analytics

Linear Regression: Supervised ML for Predictive Analytics, available at $54.99, has an average rating of 5, with 20 lectures, 2 quizzes, based on 6 reviews, and has 13 subscribers.

You will learn about Introduction to machine learning Types of machine learning Deep dive in supervised machine learning Deep dive in supervised machine learning Introduction to NumPy Introduction to Pandas Introduction to house price prediction Introduction to Linear Regression This course is ideal for individuals who are Understanding of basic mathematics operation or This course is for those who are beginners and want to go in field of data analyst or This course is also for those who are beginners but want to work on realitic world problems like house price prediction It is particularly useful for Understanding of basic mathematics operation or This course is for those who are beginners and want to go in field of data analyst or This course is also for those who are beginners but want to work on realitic world problems like house price prediction.

Enroll now: Linear Regression: Supervised ML for Predictive Analytics

Summary

Title: Linear Regression: Supervised ML for Predictive Analytics

Price: $54.99

Average Rating: 5

Number of Lectures: 20

Number of Quizzes: 2

Number of Published Lectures: 20

Number of Published Quizzes: 2

Number of Curriculum Items: 23

Number of Published Curriculum Objects: 23

Original Price: $19.99

Quality Status: approved

Status: Live

What You Will Learn

Introduction to machine learning
Types of machine learning
Deep dive in supervised machine learning
Deep dive in supervised machine learning
Introduction to NumPy
Introduction to Pandas
Introduction to house price prediction
Introduction to Linear Regression

Who Should Attend

Understanding of basic mathematics operation
This course is for those who are beginners and want to go in field of data analyst
This course is also for those who are beginners but want to work on realitic world problems like house price prediction

Target Audiences

Understanding of basic mathematics operation
This course is for those who are beginners and want to go in field of data analyst
This course is also for those who are beginners but want to work on realitic world problems like house price prediction

Dive into the fundamentals of predictive modeling and predictive analytics with our comprehensive Linear Regression course. Master the essential techniques to unleash the potential of supervised machine learning.

Course Overview:

This course provides a comprehensive introduction to machine learning, focusing specifically on supervised learning techniques with a deep dive into logistic regression. Students will explore the fundamental concepts of machine learning, understand the principles behind supervised learning, and master the implementation and application of logistic regression models.

In this comprehensive course, you’ll delve into the fundamental concepts and practical applications of linear regression, a cornerstone of supervised machine learning. From understanding the underlying mathematics to implementing regression models in Python, you’ll gain the skills needed to analyze relationships between variables, make accurate predictions, and extract valuable insights from your data. Whether you’re a beginner or seasoned data scientist, this course provides a structured approach to mastering linear regression and leveraging its predictive capabilities across various industries and domains.

With hands-on exercises, real-world examples, and expert guidance, you’ll be equipped to tackle regression problems with confidence and drive data-driven decisions with precision. Embark on your journey to becoming a proficient practitioner in predictive modeling with linear regression today!

Instructor of this course from Services By IEO:

Ahmed Shafique

Specialized in supervised machine learning specially in regression and classification

Specialized in deep learning in Deep Neural Networks

Ready to unlock the secrets of predictive analytics? Enroll now and master linear regression for accurate data-driven decisions! Take the first step towards becoming a proficient data scientist today!

Course Curriculum

Chapter 1: Introduction

Lecture 1: Introduction to course

Lecture 2: Introduction to Machine Learning

Lecture 3: Types of Machine Learning

Lecture 4: Supervised Machine Learning

Lecture 5: Introduction to NumPy

Lecture 6: Introduction to Panadas

Lecture 7: Coming Weeks Lectures and Labs

Chapter 2: Linear Regression

Lecture 1: Lab 1 Introduction to Jupyter Notebook

Lecture 2: Lab 2 Introduction to Pandas Functions

Lecture 3: Introduction to House Price Prediction

Lecture 4: Lab 3 Creating Dataframe for actual Price

Lecture 5: Similarities in equations

Lecture 6: Introduction to Linear Regression model function

Lecture 7: Lab 4 Linear Regression Model Implementation in small data

Lecture 8: Original Prediction

Chapter 3: Errors and prediction using mathematical concepts in Linear Regression Model

Lecture 1: Concepts of Linear Algebra, Probability and Gradient Descent

Lecture 2: Deep dive in Linear Regression model

Lecture 3: Cost Function

Lecture 4: Implementing linear Regression in Python

Chapter 4: Types of Linear Regression Model

Lecture 1: Introduction to the polynomial linear regression

Instructors

Services By IEO
Certified instructors and trainers from Dev IEO & IEO TECH.

Rating Distribution

1 stars: 0 votes
2 stars: 0 votes
3 stars: 0 votes
4 stars: 0 votes
5 stars: 6 votes

Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!

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