5 Best Machine Learning Projects
As we all know that Machine Learning is a technology used to train machines, learn programming, imitate human activities and their emotions. For example we use speech recognition every day in Alexa.
Five Projects which impacted the Industry:-
1) Movie Recommendations with Movielens Dataset:-
We have many technologies which are used to stream movies and television shows. But after being streamed or a watched movie, what could be the next recommendation is the biggest question. This project is done by machine learning. New programmers can practice by coding in either Python or R languages and with data from the Movielens Dataset. It is a very easy one to go ahead for beginners.
2)Stock Price Predictions:- It is a keen observation and analysis of past prices of the datasets and indicators. It helps to visualise the massive datasets and its patterns.It is also a favourable project for new learners.
3)Human Activity Recognition with Smartphones:- Machine Learning also helps devices when we are engaging in any specific activity e.g exercise. To make this sort of project use a dataset that contains health and strength records for a few people that was collected through mobile devices equipped with inertial sensors.
4)Breast Cancer Prediction:- This sort of project uses a large amount of datasets and analyses it to know the pattern of possibility of breast cancer. Few factors like the lump’s thickness, mitosis are considered to measure it.
5) Sorting Specific Tweets:- It helps to filter specific and important tweets and messages which ultimately saves our time and we can get the information effortlessly. Algorithms are created to detect the tweets.
Conclusion:-
Machine Learning is a subset of Artificial Intelligence. Here machines are trained in order to take commands and give responses. They detect patterns in datasets and then predict based on the statistical and probablistic theory. Python is considered to be the best language as it is easy to learn and use. Some of the prerequisites to learn machine learning and it’s tool is
i) Coding
ii) Statistics
iii)Probability
iv)Mathematics.
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