Cross Validation In Machine Learning | Cross Validation | Machine Learning Tutorial | Intellipaat
23🔥Enroll for Machine Learning Course and Get Yourself Job Ready: https://intellipaat.com/machine-learning-certification-training-course/
#CrossValidationInMachineLearning #CrossValidation #WhatisCrossValidation #MachineLearningTutorial #MachineLearning #Intellipaat
In this video on "Cross-Validation in Machine Learning," we will look into the crucial concept of What is Cross-Validation. Then we will go through the different types of cross-validation methods. Lastly, we will show you the implementation of Cross-Validation
🔵 Following topics are covered in this session:
00:00 - Introduction
00:55 - Why Cross-Validation
02:19 - What is Cross-Validation
04:43 - Different Types of Cross-Validation Methods
10:57 - Benefits of Cross-Validation
12:07 - Demo Implementation of Cross-Validation
✅ What is cross-validation and why is it used?
Cross-validation is a very useful technique to assess the effectiveness of a machine learning model, particularly in cases where you need to mitigate overfitting. It is also of use in determining the hyperparameters of your model, in the sense that which parameters will result in the lowest test error.
✅ What is cross-validation for dummies?
Some of the data is removed before training begins. Then when training is done, the data that was removed can be used to test the performance of the learned model on ``new'' data. This is the basic idea for a whole class of model evaluation methods called cross-validation.
✅ What is the main point of cross-validation?
Cross-validation helps us to avoid overfitting of the model and it also helps to increase the generalization accuracy which is the accuracy of the model on unseen future points.
➡️ About the Course
Explore this Machine Learning course taught by IIT Madras faculty and industry experts that will help you master Machine Learning algorithms. This ML certification training will help you master Python, machine learning algorithms, statistics, and AI skills. Enroll in this training course and get your Machine Learning certification from IITM Pravartak.
➡️Who should take this course?
Experts have designed our ML course so that anyone, from a fresher/undergraduate or undergrad to a professional seeking a career change, can benefit from it.
✅ Key Features - (Course Features)
👉🏼50+ Live sessions across seven months
👉🏼218 Hrs Self-paced Videos
👉🏼200 Hrs Project & Exercises
👉🏼Learn from IIT Madras Faculty and Industry Practitioners
👉🏼1:1 with Industry Mentors
👉🏼Resume Preparation and LinkedIn Profile Review
👉🏼24*7 Support
👉🏼No-cost EMI Option
What’s Covered in This Program? -
✅Preparatory Session - Linux and Python
✅Data Wrangling with SQL
✅Python With Data Science
✅Linear Algebra and Advanced Statistics
✅Machine Learning
✅Supervised and Unsupervised Learning in ML
✅Performance Metrics
✅Deep Learning Using TensorFlow
✅Data Science Capstone Project
✅Business Case Studies
📌 Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb
▶️ Intellipaat Achievers Channel: https://www.youtube.com/@intellipaatachievers
🚀 Intellipaat Advanced Certifications
🌕 Advanced Certification in Cloud Computing: https://intellipaat.com/advanced-certification-cloud-computing/
🌕 Advanced Certification in Data Science: https://intellipaat.com/advanced-certification-data-science-ai-ihub-iit-roorkee/
🌕 Advanced Certification in Full Stack Web Development: https://intellipaat.com/web-development-certification/
🌕 Advanced Certification in UI UX Design: https://intellipaat.com/UI-UX-course-iitm-pravartak/
🌕 Advanced Certification in Electric Vehicle Design: https://intellipaat.com/advanced-certificate-electric-vehicles-ihub-iit-roorkee/
📌Website: https://intellipaat.com/
📌Facebook:https://www.facebook.com/intellipaatonline
📌Telegram: https://t.me/s/Learn_with_Intellipaat
📌Instagram: https://www.instagram.com/intellipaat
📌LinkedIn: https://www.linkedin.com/company/intellipaat-software-solutions/
📌Twitter: https://twitter.com/Intellipaat
📚For more information, please write back to us at sales@intellipaat.com or call us at IND: 7847955955 / USA: 1-800-216-8930