Sunday, December 22, 2024
Latest:
Videos

Linear Regression Analysis | Linear Regression in Python | Machine Learning Algorithms | Simplilearn

Artis Modus



Simplilearn

🔥Caltech Post Graduate Program in Data Science – https://www.simplilearn.com/post-graduate-program-data-science?utm_campaign=NUXdtN1W1FE&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥IITK – Professional Certificate Course in Generative AI and Machine Learning (India Only) – https://www.simplilearn.com/iitk-professional-certificate-course-ai-machine-learning?utm_campaign=NUXdtN1W1FE&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥Purdue – Post Graduate Program in AI and Machine Learning – https://www.simplilearn.com/pgp-ai-machine-learning-certification-training-course?utm_campaign=NUXdtN1W1FE&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥IITG – Professional Certificate Program in Generative AI and Machine Learning (India Only) – https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=NUXdtN1W1FE&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥Caltech – AI & Machine Learning Bootcamp (US Only) – https://www.simplilearn.com/ai-machine-learning-bootcamp?utm_campaign=NUXdtN1W1FE&utm_medium=DescriptionFirstFold&utm_source=Youtube

This Linear Regression Analysis video will help you understand the basics of linear regression algorithm. You will learn how Simple Linear Regression works with solved examples, look at the applications of Linear Regression and Multiple Linear Regression model. In the end, we will implement a use case on profit estimation of companies using Linear Regression in Python.

Dataset Link – https://drive.google.com/drive/folders/1BNAsNI6cbwX8I81Wf42xzNtoOzDLw9to

Below topics are covered in this Linear Regression Analysis Tutorial:
1. Introduction to Machine Learning
2. Machine Learning Algorithms
3. Applications of Linear Regression
4. Understanding Linear Regression
5. Multiple Linear Regression
6. Usecase – Profit estimation of companies

What is Linear Regression Analysis?
Machine Learning is an application of Artificial Intelligence (AI) that provides systems with the ability to automatically learn and improve from experience without being explicitly programmed. Linear regression is a statistical model used to predict the relationship between independent and dependent variables by examining two factors:
Which variables, in particular, are significant predictors of the outcome variable?
How significant is the regression line in terms of making predictions with the highest possible accuracy?

Subscribe to our channel for more Machine Learning Tutorials: https://www.youtube.com/user/Simplilearn?sub_confirmation=1

Machine Learning Articles: https://www.simplilearn.com/what-is-artificial-intelligence-and-why-ai-certification-article?utm_campaign=Linear-Regression-NUXdtN1W1FE&utm_medium=Tutorials&utm_source=youtube

To gain in-depth knowledge of Machine Learning, check our Machine Learning certification training course: https://www.simplilearn.com/big-data-and-analytics/machine-learning-certification-training-course?utm_campaign=Linear-Regression-NUXdtN1W1FE&utm_medium=Tutorials&utm_source=youtube

#LinearRegressionAnalysis #LinearRegressionUsingPython #MachineLearningAlgorithms #Datasciencecourse #DataScience #SimplilearnMachineLearning #MachineLearningCourse #LinearRegressionSimplilearn #simplilearn

➡️ About Caltech Post Graduate Program In Data Science
This Post Graduation in Data Science leverages the superiority of Caltech’s academic eminence. The Data Science program covers critical Data Science topics like Python programming, R programming, Machine Learning, Deep Learning, and Data Visualization tools through an interactive learning model with live sessions by global practitioners and practical labs.

✅ Key Features
– Simplilearn’s JobAssist helps you get noticed by top hiring companies
– Caltech PG program in Data Science completion certificate
– Earn up to 14 CEUs from Caltech CTME
– Masterclasses delivered by distinguished Caltech faculty and IBM experts
– Caltech CTME Circle membership
– Online convocation by Caltech CTME Program Director
– IBM certificates for IBM courses
– Access to hackathons and Ask Me Anything sessions from IBM
– 25+ hands-on projects from the likes of Amazon, Walmart, Uber, and many more
– Seamless access to integrated labs
– Capstone projects in 3 domains
– Simplilearn’s Career Assistance to help you get noticed by top hiring companies
– 8X higher interaction in live online classes by industry experts

✅ Skills Covered
– Exploratory Data Analysis
– Descriptive Statistics
– Inferential Statistics
– Model Building and Fine Tuning
– Supervised and Unsupervised Learning
– Ensemble Learning
– Deep Learning
– Data Visualization

🔥 Advanced Certificate Program In Data Science: https://www.simplilearn.com/pgp-data-science-certification-bootcamp-program?utm_campaign=MachineLearning-NUXdtN1W1FE&utm_medium=Descriptionff&utm_source=youtube

🔥🔥 Interested in Attending Live Classes? Call Us: IN – 18002127688 / US – +18445327688

Source

Similar Posts

31 thoughts on “Linear Regression Analysis | Linear Regression in Python | Machine Learning Algorithms | Simplilearn”

  5. Hi, i have to say Amazing video, I had seen a lot of videos looking for a easy way to learn, but this video is the best, I can get it! I think you should update the code because the part "categorical_features" doesn't work.

    thanks for shared this information and learn us about ML.

  18. Hello! This video is very helpful to understand the basics of Linear Regression but can you update the code where you import sklearn.preprocessing to transform the State column? Since the latest sklearn library removed categorical_features and hence we are getting errors as "TypeError: __init__() got an unexpected keyword argument 'categorical_features", Thank you!

  22. So my question is when doing predictions, are always given a guide (My lecturer calls it a lab) to follow or we have to come with the formats ourselves. Because I believe different predictions come with different times depending on the CSV contents.

  24. "🔥Caltech Post Graduate Program In AI And Machine Learning – https://www.simplilearn.com/artificial-intelligence-masters-program-training-course?utm_campaign=NUXdtN1W1FE&utm_medium=Comments&utm_source=Youtube
    🔥IITK – Professional Certificate Course in Generative AI and Machine Learning (India Only) – https://www.simplilearn.com/iitk-professional-certificate-course-ai-machine-learning?utm_campaign=NUXdtN1W1FE&utm_medium=Comments&utm_source=Youtube
    🔥Purdue – Post Graduate Program in AI and Machine Learning – https://www.simplilearn.com/pgp-ai-machine-learning-certification-training-course?utm_campaign=NUXdtN1W1FE&utm_medium=Comments&utm_source=Youtube
    🔥IITG – Professional Certificate Program in Generative AI and Machine Learning (India Only) – https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=NUXdtN1W1FE&utm_medium=Comments&utm_source=Youtube
    🔥Caltech – AI & Machine Learning Bootcamp (US Only) – https://www.simplilearn.com/ai-machine-learning-bootcamp?utm_campaign=NUXdtN1W1FE&utm_medium=Comments&utm_source=Youtube"

Comments are closed.

WP2Social Auto Publish Powered By : XYZScripts.com