What Is Supervised Learning In Machine Learning? | Machine Learning For Beginners | Simplilearn

🔥Artificial Intelligence Engineer (IBM) - https://www.simplilearn.com/masters-i...
🔥IITK - Professional Certificate Course in Generative AI and Machine Learning (India Only) - https://www.simplilearn.com/iitk-prof...
🔥Purdue - Post Graduate Program in AI and Machine Learning - https://www.simplilearn.com/pgp-ai-ma...
🔥IITG - Professional Certificate Program in Generative AI and Machine Learning (India Only) - https://www.simplilearn.com/iitg-gene...
🔥Caltech - AI & Machine Learning Bootcamp (US Only) - https://www.simplilearn.com/ai-machin...

This video on What is Supervised Learning in machine learning will take you through a detailed concept of Supervised Learning. This video will help you to understand What is Machine Learning, what is supervised learning, how supervised learning works, the advantages and disadvantages of supervised learning, what are the types of supervised learning - classification, regression, supervised learning algorithms, and applications of supervised learning.

01:26 What is Machine Learning?
Machine learning is the art of making computers learn and act like humans by feeding data and which focuses on the utilization of information and imitating the way that people learn, step by step working on its accuracy.

02:05 What is Supervised Learning?
In supervised machine learning, machines are trained using labeled data also known as training data to predict results. Here, labeled data refers to a group of data that have been tagged with one or more names, and the data is already known to the machine.

03:30 Advantages of Supervised Learning
Real-world computation problems
Optimization
Prediction
Reusable data

04:22 Disadvantages of Supervised Learning
Computation time
Updates
Pre-Processing data

04:54 Types of supervised machine learning
Classification
Regression

05:04 Classification- Classification is a process in which new observations are recognized, and separated in such a way that they can be categorized.

05:46 Regression- A regression algorithm is used to figure out the connection between dependent and independent variables.

07:00 supervised learning Algorithms

Linear regression
Regression trees
Non-linear regression
Bayesian Linear Regression
Random Forest
Decision Trees
Logistic Regression
Support Vector Machine

11:07 Applications of Supervised Learning

Image and object recognition
Predictive analysis
Customer Sentiment analysis
Spam detection

✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH

⏩ Check out the Machine Learning tutorial videos: https://bit.ly/3fFR4f4

#WhatIsSupervisedLearningInMachineLearning #SupervisedLearning #SupervisedMachineLearning #ML #WhatIsMachineLearning #MachineLearningTutorial #SimplilearnMachineLearning #MachineLearning #Simplilearn

➡️ About Post Graduate Program In AI And Machine Learning

This AI ML course is designed to enhance your career in AI and ML by demystifying concepts like machine learning, deep learning, NLP, computer vision, reinforcement learning, and more. You'll also have access to 4 live sessions, led by industry experts, covering the latest advancements in AI such as generative modeling, ChatGPT, OpenAI, and chatbots.

✅ Key Features

Post Graduate Program certificate and Alumni Association membership
Exclusive hackathons and Ask me Anything sessions by IBM
3 Capstones and 25+ Projects with industry data sets from Twitter, Uber, Mercedes Benz, and many more
Master Classes delivered by Purdue faculty and IBM experts
Simplilearn's JobAssist helps you get noticed by top hiring companies
Gain access to 4 live online sessions on latest AI trends such as ChatGPT, generative AI, explainable AI, and more
Learn about the applications of ChatGPT, OpenAI, Dall-E, Midjourney & other prominent tools

✅ Skills Covered

ChatGPT
Generative AI
Explainable AI
Generative Modeling
Statistics
Python
Supervised Learning
Unsupervised Learning
NLP
Neural Networks
Computer Vision
And Many More…

👉Learn more at: https://www.simplilearn.com/pgp-ai-ma...

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