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

A Journey of a Commerce student to Data Science: My Roadmap to data science.

We see a lot of career transitions to data science today, but some students still worry that if they start learning data science and at some point, they start to have difficulties in understanding the data science concepts. Most non-coding students have this fear, they also keep asking that whether someone non-coder can become a Data Scientist or not. I want to tell you that I was also from a non-coding background for those who don't know much about me. As a commerce student, there were pros and cons in my journey from commerce to data science. …


120 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 introduce you to the best Python projects with source code.

Python Projects with Source Code

Python Projects For Beginners:

  1. Defang IP Address
  2. Password Authentication using Python
  3. Merge Sort Algorithm
  4. Pick a Random card using Python
  5. Quartile Deviation using Python
  6. Count Character Occurrences
  7. Pyramid Pattern using Python
  8. Sequential Search
  9. Swap Variables using Python
  10. Sorting NumPy Arrays
  11. Validate Anagrams
  12. Create Tables with Python
  13. Recursive Binary Search
  14. Dijkstra’s Algorithm using…


225 Machine Learning projects solved and explained using Python.

In this article, I will introduce you to over 225 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. You only need knowledge of Python libraries like Numpy, Pandas, Malpotlib, Seaborn and Scikit-Learn to understand and work on the projects below:

  1. WhatsApp Chats Analysis
  2. Covid-19 Vaccine Analysis
  3. Student Grades Prediction Model
  4. Uber Trips Analysis
  5. Google Search Analysis
  6. Tesla Stock Price Prediction Model
  7. Financial Budget Analysis
  8. Click-Through Rate Prediction Model
  9. Interactive Language Translator
  10. Language Detection


All Machine Learning Algorithms and Models Explained with Python

In this article, I will take you through an explanation and implementation of all Machine Learning algorithms and models with Python programming language.

All Machine Learning Algorithms & Models with Python:

  1. BIRCH Clustering
  2. Neural Networks Tutorial
  3. PyCaret
  4. Scikit-learn Tutorial
  5. Streamlit Tutorial
  6. DBSCAN Clustering
  7. Naive Bayes
  8. Passive Aggressive Classifier
  9. Gradient Boosting (Used in implementing the Instagram Algorithm)
  10. Logistic Regression
  11. Linear Regression
  12. K-Means Clustering
  13. Dimensionality Reduction
  14. Principal Component Analysis
  15. Automatic EDA
  16. Feature Scaling
  17. Apriori Algorithm
  18. K Nearest Neighbor
  19. CatBoost
  20. SMOTE
  21. Hypothesis Testing (Commonly used in Outlier Detection)
  22. Content-Based Filtering
  23. Collaborative Filtering
  24. Cosine Similarity
  25. Tf-Idf Vectorization
  26. Cross-Validation
  27. Confusion Matrix
  28. 4 Graph Algorithms (Connected Components, Shortest Path, Pagerank, Centrality Measures)
  29. Ridge and…


90+ Python projects solved and explained with source code.

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 introduce you to the best Python projects with source code.

Python Projects with Source Code

Python Projects For Beginners:

If you’re a newbie to Python where you’ve just learned lists, tuples, dictionaries, and some basic Python modules like the random module, here are some Python projects with source code for beginners for you:

  1. Defang IP Address
  2. Count Character Occurrences
  3. Sequential Search
  4. Sorting NumPy Arrays
  5. Validate Anagrams
  6. Recursive…


4 amazing machine learning projects for beginners

Working on some machine learning projects is one of the most useful strategies you can use as a beginner to learn machine learning. As a beginner, you are out of ideas about how to start with a project or which data you should use. So, in this article, I will take you through 4 machine learning projects for beginners.

Machine Learning Projects for Beginners

1. Chatbot:

A Chatbot is an application that interacts with users like a human. Chatbots are typically used to resolve the most common queries that a business receives from its customers daily. For example, if you want to know the CRN of your…


20+ Python GUI projects with source code for free.

Working on Python GUI projects is a great way to become an expert in Python because first designing logic and then representing it as a graphical user interface teaches us a lot. In this article, I will introduce you to 20+ Python GUI projects with the source code solved and explained for free.

Python GUI Projects with Source Code

  1. Real-time Sentiment Analysis
  2. Egg Catcher Game using Python
  3. End to end Machine Learning Project
  4. Interactive Language Translator
  5. Encrypt and Decrypt GUI with Python
  6. Screen Pet Game with Python
  7. Robot Builder with Python
  8. Typing Speed Test GUI
  9. Digital Clock GUI
  10. Music Player GUI
  11. Fidget Spinner Game
  12. Tic Tac…


Improve your programming skills by creating games using Python.

C++ is one of the best programming languages for game development. Being an interpreter based programming language, Python is not much preferred for game development. But still, you can try to build some basic games with Python to improve your programming skills. In this article, I will take you through some of the best Game Development Projects using Python.

Game Development Projects using Python

Game Development is the art of creating video games by using logical thinking and programming skills. To become a Game Developer your logical thinking should be great and your fundamentals of computer science should be perfect. You can use programming languages…


106 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 introduce you to the best Python projects with source code.

Python Projects with Source Code

Python Projects For Beginners:

If you’re a newbie to Python where you’ve just learned lists, tuples, dictionaries, and some basic Python modules like the random module, here are some Python projects with source code for beginners for you:

  1. Defang IP Address
  2. Count Character Occurrences
  3. Sequential Search
  4. Sorting NumPy Arrays
  5. Validate Anagrams
  6. Create…


215+ Machine Learning projects solved and explained using Python programming language.

In this article, I will introduce you to over 100+ 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. You only need knowledge of Python libraries like Numpy, Pandas, Malpotlib, Seaborn and Scikit-Learn to understand and work on the projects below:

  1. Tesla Stock Price Prediction Model
  2. Click-Through Rate Prediction Model
  3. Create a Chatbot with Python
  4. Best Streaming Service Analysis
  5. Stock Price Prediction
  6. Data Science Project on President Heights
  7. Data Science Project on Birth Rate…

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