#dprg
Machine Learning is one of the most popular emerging technologies in current times!
And the best way to learn this technology is by doing projects.
1. Titanic Survival Project
This is a beginner’s project on Kaggle that is best for you if you are just getting started with ML projects. This deals with the Titanic disaster that is one of the most famous in marine history. All you have to do in the project is predict which passengers survived the Titanic shipwreck based on data such as their age, gender, socio-economic class, etc. For example, it is highly probable that someone rich from the first-class survived as compared to someone from the third class. You can use the Titanic dataset on Kaggle for this project. And just to make things more interesting, this dataset contains real data based on the people who died and survived the actual Titanic disaster.2. Personality Prediction Project
Imagine how interesting it would be to read the posts written by people online and be able to understand their overall personality? It would solve a lot of confusion on the internet! This ML project aims to find the Myers Briggs personality of a person based on the types of posts they put on social media. Myers Briggs Type Indicator is a personality identification system that divides a person into one of 16 different personalities based on introversion, intuition, thinking, and perceiving capabilities. The axis ranges from Introversion (I) to Extroversion (E), Intuition (N) to Sensing (S), Thinking (T) to Feeling (F), and Judging (J) to Perceiving (P).3. Loan Prediction Project
It’s not at all easy to get a loan from the bank. Getting a loan approved requires a complex mix of factors not the least of which is a steady income! So this ML project aims to create a model that will classify how much loan the user can obtain based on various factors such as the user’s marital status, income, education, employment prospects, number of dependents, etc. The Loan prediction data set provides details about all these factors which can then be used to create an ML model that demonstrates the amount of loan that can be approved.4. Stock Price Prediction Project
5. Xbox Game Prediction Project
6. Housing Prices Prediction Project
7. Sales Prediction Project
8. Digit Recognizer Project
9. Credit Card Approval Prediction10.
10. IMDB Box Office Prediction
Movies are a big part of our world! But nobody knows how a movie will perform at the box office. There are some bix budget movies that bomb and there are smaller movies that are smashing successes. This project tries to predict the overall worldwide box office revenue of movies using data such as the movie cast, crew, posters, plot keywords, budget, production companies, release dates, languages, and countries. The dataset on Kaggle contains all these data points that you can use to predict how a movie will fare at the box office.
All of these ML Project Ideas are great options if you are just starting in Machine Learning or if you know the basics and need more practice. So check out all of these projects and when you are done with them, you can attempt even more projects on Kaggle and also take part in the active competitions. Who knows, you might even win the first prize!
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