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Machine Learning using Python 

  • Offered bySimplilearn
  • Private Institute
  • Estd. 2010

Machine Learning using Python
 at 
Simplilearn 
Overview

A comprehensive introduction to the principles and techniques of machine learning, using Python as the primary tool for implementation

Duration

30 hours

Start from

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Total fee

14,990

Mode of learning

Online

Official Website

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Credential

Certificate

Machine Learning using Python
 at 
Simplilearn 
Highlights

  • Earn a certificate after completion of course from Simplilearn
  • 30+ hours of blended learning
  • Interactive learning with Google Colabs
  • Lifetime access to self-paced learning content
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Machine Learning using Python
 at 
Simplilearn 
Course details

What are the course deliverables?

Supervised and unsupervised learning

Linear and logistic regression

KMeans clustering

Decision tree

Boosting and Bagging techniques

Time series modeling

Kernel SVM

Naive Bayes

Random forest classifiers

Deep Learning fundamentals

More about this course

This Machine Learning using Python course offers an in-depth overview of ML topics, including working with real-time data, developing supervised and unsupervised learning algorithms, regression, classification, and time series modeling

It is designed for students and professionals with a foundational understanding of programming and mathematics, the course explores a wide range of machine learning algorithms and practices

Machine Learning using Python
 at 
Simplilearn 
Curriculum

Lesson 01 Course Introduction

Course Introduction

Accessing Practice Lab

Lesson 02 Introduction to AI and Machine Learning

2.1 Learning Objectives

2.2 Emergence of Artificial Intelligence

2.3 Artificial Intelligence in Practice

2.4 Sci-Fi Movies with the Concept of AI

2.5 Recommender Systems

2.6 Relationship between Artificial Intelligence, Machine Learning, and Data Science: Part A

Lesson 03 Data Preprocessin

3.1 Learning Objective

3.2 Data Exploration Loading Files: Part A

3.2 Data Exploration Loading Files: Part B

3.3 Demo: Importing and Storing Data

Practice: Automobile Data Exploration - A

3.4 Data Exploration Techniques: Part A

3.5 Data Exploration Techniques: Part B

3.6 Seaborn

Lesson 04 Supervised Learning

4.1 Learning Objectives

4.2 Supervised Learning

4.3 Supervised Learning- Real-Life Scenario

4.4 Understanding the Algorithm

4.5 Supervised Learning Flow

4.6 Types of Supervised Learning: Part A

4.7 Types of Supervised Learning: Part B

4.8 Types of Classification Algorithms

4.9 Types of Regression Algorithms: Part A

4.10 Regression Use Case

4.11 Accuracy Metrics

Lesson 05 Feature Engineering

5.1 Learning Objective

5.2 Feature Selectio

5.3 Regressio

5.4 Factor Analysis

5.5 Factor Analysis Process

5.6 Principal Component Analysis (PCA)

5.7 First Principal Component

Lesson 06 Supervised Learning Classification

6.1 Learning Objectives

6.2 Overview of Classification

Classification: A Supervised Learning Algorithm

6.4 Use Cases of Classification

6.5 Classification Algorithms

6.6 Decision Tree Classifier

6.7 Decision Tree Examples

6.8 Decision Tree Formation

Machine Learning using Python
 at 
Simplilearn 
Placements

ParticularsStatistics (2024)
Average SalaryINR 14.00 Lakh
Highest SalaryINR 16.00 Lakh
Lowest SalaryINR 11.00 Lakh

Machine Learning using Python
 at 
Simplilearn 
Entry Requirements

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Machine Learning using Python
 at 
Simplilearn 
Admission Process

    Important Dates

    Sep 17, 2024
    Course Commencement Date

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    Machine Learning using Python
     at 
    Simplilearn 
    Students Ratings & Reviews

    4.8/5
    Verified Icon18 Ratings
    A
    AKASH YADAV
    Machine Learning using Python
    Offered by Simplilearn
    5
    Learning Experience: Tutor is very nice , I understand each and every topic with full of consistency course material was so good. really helpful content
    Faculty: talk about quality content and live sessions really interactive and helpful to me I hope its content help for many college student in terms of course curriculum that is also again i said so good content and tutor is also good
    Course Support: with the help of this content I made a project which is based on this technology that's why its change my domain
    Reviewed on 6 Jan 2023Read More
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    K
    Karthik Doddi
    Machine Learning using Python
    Offered by Simplilearn
    5
    Learning Experience: It was very helpful and good
    Faculty: it was really good and quality of lacture is very highly and delivering practical experience It was very understanding. And good teaching. Doubt clarification. Simply awesome
    Course Support: No
    Reviewed on 23 Sep 2022Read More
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    S
    Shiva Raj Devarakonda
    Machine Learning using Python
    Offered by Simplilearn
    5
    Learning Experience: The experience was too good
    Course Support: no
    Reviewed on 16 Sep 2022Read More
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    N
    Nandhitha S
    Machine Learning using Python
    Offered by Simplilearn
    5
    Learning Experience: Machine learning are crystal clear concept in the simplilearn it has thought me a lot of new things
    Faculty: The faculty has very nice That has a assignment and checking qualified
    Course Support: Yes it get
    Reviewed on 9 Sep 2022Read More
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    H
    Harshal Yashwant chaudhari
    Machine Learning using Python
    Offered by Simplilearn
    4
    Learning Experience: Tjis platform is very helpful for me.Free courses provided here are great.Thanjs a lot Simplilearn.I suggest all of you to use this platform for increasing your skillsets...
    Faculty: Good faculty..good resourse,good mentor,good video quality,good understanding,Helpful viseos,great advisor.increases skillsets According to me,Course content is up to date.it is more comprehensive.I like that courses are freely available on this platform...thank you simplilearn.
    Course Support: Not received any assistence..But I will be happy if they provide me assistance for job
    Reviewed on 26 Aug 2022Read More
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    Machine Learning using Python
     at 
    Simplilearn 

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