Learn Predictive Analysis Fundamentals using Linear Regression | Machine Learning Tutorial | SCALER

In this detailed tutorial, Mohit Kukkar, (instructor, Data Science) will help you master the fundamentals of Predictive Analysis using Linear Regression. Learn more about SCALER now: https://bit.ly/3v9ZdSV Linear Regression: Linear regression is one of the easiest and most popular Machine Learning algorithms. It is a statistical method that is used for predictive analysis. Linear regression makes predictions for continuous/real or numeric variables such as sales, salary, age, product price, etc. The linear regression algorithm shows a linear relationship between a dependent (y) and one or more independent (y) variables, hence called linear regression. Since linear regression shows the linear relationship, which means it finds how the value of the dependent variable is changing according to the value of the independent variable. What is Machine Learning? Machine learning (ML) is the study of computer algorithms that can improve automatically through experience and by the use of data .It is seen as a part of artificial intelligence. Machine learning algorithms build a model based on sample data, known as training data, in order to make predictions or decisions without being explicitly programmed to do so. Machine learning algorithms are used in a wide variety of applications, such as in medicine, email filtering, speech recognition, and computer vision, where it is difficult or unfeasible to develop conventional algorithms to perform the needed tasks. The following topics are covered in this tutorial: 0:00 - Introduction 0:53 - What is analytics 10:03 - How analytics work 14:47 - Predictive analytics using graphs 48:10 - Linear relationship in real life 59:55 - Code for linear regression 1:07:24 - How missing data affects the analysis ---------------------------------------- About SCALER -------------------------------------------------- A transformative tech school, creating talent with impeccable skills. Upskill and Create Impact. Learn more about Scaler: https://bit.ly/3v9ZdSV 📌 Follow us on Social and be a part of an amazing tech community📌 👉 Meet like-minded coder folks on Discord - https://discord.com/invite/ejFeksEtTq 👉 Tweets you cannot afford to miss out on - https://twitter.com/scaler_official 👉 Check out student success stories, expert opinions, and live classes on Linkedin - https://www.linkedin.com/school/scalerofficial 👉 Explore value-packed reels, carousels and get access to exclusive updates on Instagram - https://www.instagram.com/scaler_official/ 📢 Be a part of our one of a kind telegram community: https://t.me/Scalercommunity 🔔 Hit that bell icon to get notified of all our new videos 🔔 If you liked this video, please don't forget to like and comment. Never miss out on our exclusive videos to help boost your coding career! Subscribe to Scaler now! https://www.youtube.com/Scaler?sub_confirmation=1 #predictiveanalysis #linearregression #machinelearning #ml #SCALER