Skip to content
  • Linkedin
  • Youtube
  • Pinterest
  • Home
  • Privacy Policy
  • About
  • Contact
Programmingoneonone

Programmingoneonone

Programmingoneonone is a website that publishes daily tutorials, methods, guides, and articles on IT, Education, and technology.

  • Home
  • Human Values
  • DSA
  • IoT Tutorials
  • Interview Questions and Answers
  • Toggle search form
How to learn machine learning using python

How to Learn Machine Learning using Python

Posted on 9 May 202010 April 2023 By YASH PAL No Comments on How to Learn Machine Learning using Python

In this post am going to share with you the idea that you need to follow to learn machine learning using Python programming in order to become a machine learning engineer.

So if you are seeking the answer to the question that how you learn machine learning and become a machine learning engineer. then you are in the right place.

let’s read the post from start to end to get an idea that how you can learn ML.

Before going ahead you need to clarify first what is machine learning. because without knowing what is machine learning you probably get the wrong idea about it. so I have a fresh post on the topic of what is machine learning. so first read this post the link is given below.

What is machine learning?

Now let’s come to our main topic. one of the most important things we all need to consider is that for learning anything we need the presence of mind and full dedication.

How to learn Machine learning using Python programming?

For learning machine learning using Python programming you need to follow these steps.

  1. Learn basic to advanced Python.
  2. Learn about the Numpy package.
  3. Learn about the Pandas package.
  4. Learn statistics.
  5. Learn about matplotlib.
  6. Learn about the seaborn library.
  7. Explore data sets.
  8. Understand Machine learning algorithms.
  9. Learn about Hyperparameter tuning.
  10. Learn about the Deployment technique

Learn Python

Python is a scripting programming language. it has very powerful libraries for machine learning. so it fits very well as a programming language when we need a programming language for learning machine learning. so, first of all, you need to learn about Python from basic to advance. because before learning machine learning you need to have at least one programming language knowledge.

Learn about Numpy

Numpy is an inbuild Python package. which handles the arrays with one and two-dimensional. these arrays are used to store the data for training machine learning models. so you need to learn about arrays and operations used on arrays using NumPy.

Learn about Pandas

Pandas is an inbuild Python package. it is used to manipulate data. it has data series and data frames used to manipulate data. so in pandas, you need to learn about data series and data frames. and different operations on data frames and data series.

Learn statistics.

In machine learning, we always need statistics to train a model. so you need to learn statistics. this will give you an idea about how to calculate mean, median, variance, and mode. statistics is very important for learning machine learning. because machine learning depends on mathematics.

Learn about Matplotlib

you need to learn about the matplotlib library. it has a great API for plotting data in different forms. so using matplotlib you can plot a graph of data.

Learn about Seaborn

The Seaborn library is used for data visualization. using seaborn we can draw a statical graph. so after learning matplotlib, you need to learn about the Seaborn library.

Explore the data set. 

Exploring the data sets means trying to find out the maximum data about the given data set. it is very important to explore the data set when we use our data to train our model.

Learn about Machine learning algorithms

There are hundreds of algorithms available for the machine learning model. so you need to learn about the algorithms used in machine learning. this will give you an idea of how to train a machine learning model. and which algorithm is fit for a particular machine learning model.

Learn about Hyperparameter tuning.

after learning about machine learning algorithms you need to learn about hyperparameter tuning. it is nothing but how we can use algorithms on different inputs. so you need to understand how an algorithm works on different inputs.

Learn about the Deployment technique.

after learning all these things that how to train a model using algorithms on different inputs. now you need to learn about deployment techniques. like how to deploy a machine learning model on the cloud-like on AWS, on google cloud, and on the server.

These are the thing that you need to learn to become a machine learning engineer using Python programming. all these are essential steps that you need to follow to learn machine learning. 

Note – Today is world machine learning is high in demand and a high-paying job.

Computer Science Tutorials, Machine Learning Tutorials Tags:computer science, ML, Python

Post navigation

Previous Post: What is machine learning? – Definition
Next Post: 7 Steps in the Machine Learning Process Model

Related Tutorials

Reading input in c programming Reading Input in a C program C Programming Tutorials
The First C Program C Programming Tutorials
Compiling C Programs C Programming Tutorials
History of c programming language HISTORY OF C Programming Language C Programming Tutorials
c character sets C Character Sets C Programming Tutorials
c programming interview questions and answers C Programming Interview Questions and Answers C Programming Tutorials

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Pick your Subject

  • Internet of Things
  • Data Structures/Algorithms
  • Interview Preparation
  • Human Values
  • Java Interview Questions and Answers (2023)
    Thinking of becoming a Java developer? I must say it’s a good choice! Java is continuously named the most popular programming language. And the...

    Learn More “Java Interview Questions and Answers (2023)” »

  • Iot(Internet of things) in healthcare
    IoT in Healthcare
    IoMT (Internet of Medical Things) stands for devices that can collect and exchange data – either with users or other devices via the internet,...

    Learn More “IoT in Healthcare” »

  • four stages of iot solution for industry
    IoT for Industry
    In this post, we are going to learn about use cases of IoT for Industry and four stages for providing IoT solutions. Machine Diagnosis...

    Learn More “IoT for Industry” »

  • Iot for agricultural
    IoT in Agriculture
    IoT technology has realized smart wearables, connected devices, automated machines, and driverless cars. However, in agriculture, the IoT has brought the greatest impact. Amongst the challenges...

    Learn More “IoT in Agriculture” »

  • Iot for logistics
    IoT in Logistics and Supply Chain
    IoT applications for smart logistics and supply chain systems:  Logistics Fleet Tracking  To track the locations of the vehicles in real time, the vehicle...

    Learn More “IoT in Logistics and Supply Chain” »

  • Algorithms Tutorials
  • Basic Programming
  • C Programming Tutorials
  • C++ Tutorials
  • Compiler Design Tutorials
  • Computer Networks Tutorials
  • Computer Organization Tutorials
  • Computer Science Tutorials
  • Data Structures Tutorials
  • DBMS Tutorials
  • Developer Guide
  • Digital Communication
  • Digital Logic Tutorials
  • Internet of Things Tutorials
  • Internet Tutorials
  • Interview questions answers
  • Java Tutorials
  • Javascript Tutorials
  • Machine Learning Tutorials
  • Operating Systems Tutorials
  • Programming Tutorials
  • Projects
  • Tips&Tricks
  • Tools
  • VBScript Tutorials
  • Java Interview Questions and Answers (2023)
    Thinking of becoming a Java developer? I must say it’s a good choice! Java is continuously named the most popular programming language. And the...

    Learn More “Java Interview Questions and Answers (2023)” »

  • Iot(Internet of things) in healthcare
    IoT in Healthcare
    IoMT (Internet of Medical Things) stands for devices that can collect and exchange data – either with users or other devices via the internet,...

    Learn More “IoT in Healthcare” »

  • four stages of iot solution for industry
    IoT for Industry
    In this post, we are going to learn about use cases of IoT for Industry and four stages for providing IoT solutions. Machine Diagnosis...

    Learn More “IoT for Industry” »

  • Iot for agricultural
    IoT in Agriculture
    IoT technology has realized smart wearables, connected devices, automated machines, and driverless cars. However, in agriculture, the IoT has brought the greatest impact. Amongst the challenges...

    Learn More “IoT in Agriculture” »

  • Iot for logistics
    IoT in Logistics and Supply Chain
    IoT applications for smart logistics and supply chain systems:  Logistics Fleet Tracking  To track the locations of the vehicles in real time, the vehicle...

    Learn More “IoT in Logistics and Supply Chain” »

Copyright © 2023 Programmingoneonone.

Powered by PressBook Blog WordPress theme