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Coder with the ♥️ of a Writer || Data Scientist | Solopreneur | Founder | Top writer in Artificial Intelligence

Some of the best and easy to understand performance evaluation metrics in machine learning.

In Machine Learning, the performance evaluation metrics are used to calculate the performance of your trained machine learning models. This helps in finding how better your machine learning model can perform on a dataset that it has never seen before. If you have never used any performance evaluation metrics to evaluate the performance of your machine learning model, then this article is for you. In this article, I will take you through an introduction to some of the best performance evaluation metrics in machine learning.

Performance Evaluation Metrics

In machine learning, a performance evaluation metric plays a very important role in determining the…


It is very important to work on as many end-to-end machine learning projects as possible to land your first job as a Data Scientist or Machine Learning Engineer. So if you are looking for some of the best end-to-end machine learning projects with source code, this article is for you. Below are some of the best end-to-end machine learning projects that you should try.

End-to-End Machine Learning Projects

  1. Real-time Sentiment Analysis System
  2. End-to-End Hate Speech Detection System
  3. End-to-End Fake News Detection System
  4. End-to-End Spam Detection with Python
  5. End-to-End Machine Learning Model
  6. Real-time Text Emotions Detection System
  7. Spam Detection System with Python, HTML, CSS, &…


150 Python Projects with Source Code: solved and explained for free

Python is one of the best programming languages. Due to its readability and beginner-friendly nature, it has been accepted by industries around the world. So to master Python for any field you have to work on projects. In this article, I will take you through more than 130 Python projects with source code.

Python Projects with Source Code

Python Projects For Beginners:

  1. Age Calculator using Python
  2. Find the Most Frequent Words in a File
  3. Find the Number of Capital Letters in a File
  4. Create Font Art using Python
  5. Collage Maker with Python
  6. Get Phone Number Details using Python
  7. Display a Calendar using Python
  8. Internet Speed Test using Python
  9. Text…


255+ Machine Learning Projects Solved & Explained using Python programming language.

This article will introduce you to over 255+ machine learning projects solved and explained using Python programming language.

Machine Learning Projects for Beginners

Before moving to the complex projects in the next section, I advise you to explore these beginner-level projects if you are new to Machine Learning.

  1. Stock Price Prediction
  2. Water Quality Analysis
  3. Worldwide Billionaires Analysis
  4. Unemployment Analysis
  5. Car Price Prediction Model
  6. Spam Detection
  7. Count Objects in Image
  8. WhatsApp Chats Sentiment Analysis
  9. WhatsApp Chats Analysis
  10. Microsoft Stock Price Prediction
  11. Covid-19 Vaccine Analysis
  12. Video Game Sales Prediction Model
  13. Student Grades Prediction Model
  14. Saving a Machine Learning Model
  15. Uber Trips Analysis
  16. Google Search Analysis
  17. Tesla Stock…


One of the most common questions a student asks is which programming language to learn first. Since there are so many languages today, but they still see most college students using C++, Java, or Python, so this question makes sense because a student who has never used a programming language before doesn’t know what should be his/her first programming language. So in this article, I will take you through which programming language should you learn first.

So Which Programming Language Should You Learn First?

Currently, JavaScript is the most popular programming language among programmers. However, universities do not include it in their computer science curriculum, as programming languages…


The Best Websites and Blogs You Should Follow To Learn Data Science.

If you are new to data science and don’t know what to learn and how to learn, you should explore some websites and blogs that actively contribute to the data science community. There are many websites and blogs that you can follow today to learn data science. In this article, I’m going to introduce you to some of the best websites you should follow to learn data science.

Best Websites to Learn Data Science

Most data science newbies take a certification course and don’t learn much about working with data to solve business problems. Most of the data science courses you find today focus more on…


Some of the best Python courses on the internet.

Python is one of the most popular programming languages. It is mostly preferred by data scientists, machine learning engineers, and web developers. Learning the basics of Python properly is very important because once you have learned the basics, you can learn Python for any profession. So, if you are looking for the best courses to learn Python, this article is for you. In this article, I’m going to introduce you to some of the best Python courses that will help you learn Python.

Best Python Courses

I have found and selected two Python courses on the internet which in my opinion are the…


Here are some datasets that you must try for advanced data science projects.

There are many data sources on the internet where you can find thousands of datasets to work on data science projects. If you want to know what kind of datasets you can use to work on advanced data science projects, this article is for you. In this article, I’ll give you an introduction to some of the datasets that you can use for advanced data science projects.

Datasets for Advanced Data Science Projects

World Happiness Report:

This dataset contains data from the State of Global Happiness Survey. As governments, organizations, and many civil societies use happiness indicators to change policies, the data in the Global Happiness Report means a…


C++ Practice Programs for Beginners with Code.

To properly learn a new programming language, your first step should be to understand the syntax by learning its fundamentals. After you’ve learned the basics, your next step should be to create as many programs as possible. So if you are learning C++ and looking for a collection of C++ programs to practice, this article is for you. In this article, I will introduce you to a list of C++ programs with source code that will help you practice the basics of C++.

C++ Programs

Below is a list of C++ programs with source code that will help you practice your coding…

Aman Kharwal

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