Python is one of the most used high-level programming languages, which is commonly used in producing complex machine learning algorithms and data science. Apart from being an open-source programming language, python is a great object-oriented, interactive, and interpreted programming language. It unites exceptional power with very clear and precise syntax. Python has classes modules, high-level dynamic data types, exceptions, and dynamic typing. Python can also be used as an extension language for applications written in other languages that require automation interfaces or easy-to-use scripting.
Machine learning is a kind of artificial intelligence (AI) that provides computers the ability to understand and learn without any need for explicit programming. Machine learning comprises of a computer to be developed using a given set of data, and utilize this training to predict the characteristics of any given new data. The primary focus of Machine learning is on the development of Computer Programs that tend to change when exposed to any new data.
You can consider the following example for a better understanding of how it works: For instance, we can train a computer by supplying it with 100 images of lions and 100 more images which are not of a lion, and each time tell the computer whether a picture is of a lion or not. After this, if we give the computer a new image, then with the help of that above training, the computer should be capable of telling whether this new image is a lion or not.
Best Python Tutorials for Machine Learning:
Below is a list that shows the top 7 machine learning tutorial python for beginners and experts:
1) MatPlotLib with Python
MatPlotLib with Python has been created for those who want to learn a variety of ways to visually represent data. This program includes nearly every important chart that Matplotlib is capable of producing. Suitable for every person who has a basic knowledge of Python. A step-by-step approach is followed to create stack plots, line graphs, bar charts, 3D lines, geographic maps, and much more. This tutorial provides you a deep understanding of the options available for visualizing data. It is mostly used in machine learning tutorial python for beginners.
2) Google’s Python Class
This is a free tutorial for people with a little bit of programming experience who wish to learn Python. It includes lecture videos, written materials, and many code exercises to practice Python coding. The initial exercises focus more on the basic Python concepts like strings and lists. Starting from the basic concepts to full programs, processes, and more. The conclusion part of every written section contains a link to the code exercise test based on the material of this section.
3) Machine Learning with Python
This tutorial gives a quick introduction to Python along with its libraries such as SciPy, NumPy, pandas, and describes how it can be utilized to develop machine learning algorithms that resolve real-world problems. The tutorial begins with an overview of machine learning and Python language and also explains how to set up Python and its packages. It includes all important concepts like exploratory data analysis, feature extraction, data visualization, data preprocessing, classification, regression, etc. This machine learning tutorial python for beginners explains the complete python language and its important codes.
4) Python for Data Science
This easy Python program offers a beginner-friendly introduction to Python for Data Science and machine learning. This will help kickstart your learning of Python for data science, as well as your overall programming. After completing this, you’ll be ready to write your own Python scripts and manage data analysis utilizing the Jupyter-based lab environment. This python tutorial for machine learning is count among the best data science learning.
5) Data Science with Analogies, Algorithms, and Solved Problems
This tutorial will help you learn complex algorithms, theories, and coding libraries in a simplistic way. You will obtain new skills and improve your understanding of this field. It comprises a short introduction to Python including its libraries and likewise focuses on how to implement this language in machine learning. Here, you will understand what Big Data, Algorithms, Machine Learning, and Data Science are and understand where these concepts are applied and used.
6) Modern Machine Learning in Python
This tutorial will make you will learn the basics of Python and machine learning. You will also understand why Python is required for executing machine learning tasks. This program begins with an introduction to machine learning, and will also explain why Python is becoming the primary tool for data scientists. You will also get to understand different alternatives to Python in data science and more.
7) Data Science, Data Analysis, Machine Learning, Python & R
This program is among the best python tutorials for machine learning and has been produced by data scientists to make you learn about complex theories, Python libraries, and algorithms. With every tutorial, you will acquire new skills and enhance your knowledge of this challenging yet productive sub-field of data science. It includes both Python and R and is also collected with practical exercises based on real-life examples. Here, you will also learn about Data Science, Artificial Intelligence vs Machine Learning, and Data Visualization using Python and R.
When it comes to machine learning and data science there are various reasons to choose python.
There’s no better time than now for a machine learning tutorial with python to learn it, since machines are considerably powerful, and can probably do a series of work quickly.
We wish you success with your machine learning tutorials with python. It’s certainly not going to be easy, however by following these sessions, you can become one step closer to becoming the Machine Learning experts that you always wanted to be.