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Supervised Learning in Machine Learning

by

Learnvern

This Supervised Learning in Machine Learning course on LearnVern is completely free. It will provide a comprehensive understanding of the topic and its practical applications.
Free Course
Enroll Now
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#1

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Supervised Learning in Machine Learning

by

Learnvern

This Supervised Learning in Machine Learning course on LearnVern is completely free. It will provide a comprehensive understanding of the topic and its practical applications.
Free Course
Enroll Now
Share

#1

See all ranking

3 Modules

with Certifications

2+ Hours

of Recorded Content

4.7 Rated

by 10000 Learners

Hindi

Language

3 Modules

with Certifications

2 + Hours

of Recorded Content

4.7 Rated

by 10000 Learners

Hindi

Language

About

Key Features

Content

FAQs

What's in it for You?

Key Features:

Available in multiples Languages
100% Self Paced Course
Lifetime access to all content
Downloadable Resources

Topics you will learn

  • Introduction to Machine Learning

    • Introduction to Machine Learning
    • Environment Setup part 1
    • Environment Setup part 2
    • Environment Setup part 3
    • Quiz : Introduction to Machine Learning

  • Data Preprocessing for Machine Learning

    • Data Wrangling
    • Importing Libraries and Dataset
    • Handling Missing Data
    • Handling Missing Data - Practical
    • Encoding Categorical Data
    • Encoding Catergorical Data - Practical
    • Splitting Dataset
    • Splitting Dataset - Practical
    • Normalizing the Data - Part 1
    • Normalizing the Data - Part2
    • Finding Machine Learning Datasets
    • Exploratory Data Analysis
    • Plotting Graphs - Part 1
    • Plotting Graphs - Part 2
    • Distribution Models - Part 1
    • Distribution Models - Part 2
    • Assignment of Data Preprocessing for Machine Learning
    • Quiz : Data Preprocessing for Machine Learning

  • Machine Learning Paradigms

    • Machine Learning Paradigms
    • Sampling Methods
    • Underfitting and Overfitting in Models
    • Variance and Bias
    • Assignment of Machine Learning Paradigms
    • Quiz : Machine Learning Paradigms

  • Supervised Learning Algorithms

    • Overview of Classification
    • Logistic Regression
    • Logistic Regression - Practical
    • KNN
    • KNN - Practical
    • Decision Trees for Classification
    • Decision Trees Practical - 1
    • Decision Trees Practical - 2
    • Random Forest
    • Support Vector Machine Classifier
    • Support Vector Machine Classifier - Practical 1
    • Support Vector Machine Classifier - Practical 2
    • Naive Bayes Classifier
    • Naive Bayes Classifier - Practical 1
    • Naive Bayes Classifier - Practical 2
    • Evaluating Classification Models Performance
    • Evaluating Classification Models Performance - Practical
    • Assignment of Supervised Learning Algorithms
    • Quiz : Supervised Learning Algorithms

  • Regression Algoritms

    • Simple Linear Regression
    • Simple Linear Regression - Practical
    • Multi-Linear Regression
    • Support Vector Regressor
    • Support Vector Regressor - Practical
    • Decision Tree Regressor
    • Decision Tree Regressor - Practical
    • Regressor Model Selection
    • Evaluating Regression Model Performance
    • Evaluating Regression Model Performance - Practical
    • Assignment of Regression Algoritms
    • Quiz : Regression Algorithms

  • Advance Trends in Machine Learning

    • Advance Trends in Machine Learning

  • Course Summary

    • Course Summary

  • Interview Questions

    • Interview Questions Part 1
    • Interview Questions Part 2
    • Interview Questions Part 3

  • Career Guidelines

    • Career Guidelines

Course Offerings

Certificate you will get

Certificate Features

NSDC Certificate of Partnership with LearnVern.
Help build strong resume.
Great add-on to get Internship.
Upgrade your Job with this certificate proof.

After this Course

Pre Requsites

Curious Mind to learn new concepts
Strong internet connection

Course is for

Freshers

Professionals

Students

FAQ's

  • Who should take Supervised Machine Learning using Python from LearnVern?
    Supervised Machine Learning using Python course from LearnVern is suitable for the candidates interested in enriching knowledge in Machine Learning. Supervised Machine Learning course is suitable for product research and development experts, data scientists, programmers, user experience creation managers, product planning specialists, etc.
  • What skills can I acquire on completing Supervised Machine Learning using Python from LearnVern?
    Supervised Machine Learning offers more practical skills by demonstrating various processes and environmental set-ups which developers employ in their jobs. You can learn how to process data, draw regression models and use predictive modelling to make predictions related to sales, demand, revenue, etc.
  • What modules are included in the Supervised Machine Learning using Python from LearnVern?
    In addition to the basics like why Machine Learning, importance and uses, etc. Supervised Machine Learning offers deeper insight into how Machine Learning is implemented professionally. The course equips candidates with practical knowledge of applying regression models, concept handling, missing data handling, data analysis, machine learning paradigms, etc. It helps make the best use of Supervised Machine Learning in professional setups.
  • Is it possible to do a Supervised Machine Learning Course along with my job?
    Making learning easier by melting all barriers is the working principle of LearnVern. That is why it provides courses which candidates can do the way they want. They can adjust the pace and decide the time to access the course as per their schedule. So, they aren't required to leave their jobs to add more skills to their portfolio. The candidates can access the courses on their mobile devices. Thousands of students have downloaded the LearnVern application and are doing various courses to improve their learning curves.
  • What are the unique features of the Supervised Machine Learning using Python Course available at LearnVern?
    First of all, it is a course that is explained in Hindi. So, language is never a problem for students trying to learn Supervised Machine Learning using Python. Secondly, this course is available for free. Also, you will be awarded the National Skill Development Certificate that is approved by the Government of India and helps you in jobs and establishing independent businesses.
  • What are the requirements for joining the LearnVern Supervised Machine Learning using Python?
    Since it is available as a subcourse, your interest in Machine Learning can help you gain lots of benefits from Supervised Machine Learning. You should know Python programming and interest in Data Science to do this course. Also, a mobile device or a computer with a stable internet connection is required to access the video tutorial.
  • What are the uses of Supervised Machine Learning in modern businesses?
    Businesses follow a proactive approach to ensure that there are no downtimes and machine failures. Also, they need to stay prepared for demand fluctuations or plausible threats. They apply Supervised Machine Learning for spam detection, signature recognition, weather forecasting, customer discovery, price predictions in the stock market, etc. Thus, Supervised Machine Learning helps businesses stay prepared for demand and user behaviour changes and to create firewalls against fraudulent activities.
  • What are various Machine Learning functions associated with Supervised Machine Learning?
    Using Supervised Machine Learning using Python, the learners can create predictive models and also learn to use various applications that all modern businesses employ. On completion, the learners may acquire knowledge of performing predictions on labelled sets, making recommendation engines, speech and voice recognition, etc.
The course focuses on Supervised Learning in Machine Learning. It covers fundamentals through 3 interactive modules.
The course offers over 2 hours of recorded content.

Yes, there is a Paid Certification included with this course. The course material is entirely free; however, certification in this course requires payment of ₹999.

The course is currently available in Hindi.
Curious Mind to learn new concepts & Strong internet connection

The course is accessible on both web and mobile platforms.

This course is completely Free
To enroll in this course you can click on the Enroll Now button it will redirect you to course page, and on that page you can access the Supervised Learning in Machine Learning course completely free.

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