Data Science is the most popular technology around the world and will become more popular in future. There are lots of jobs available for a data scientist. Also, the salary package is higher than the overall expectations.
If you want to know, How Google predicts your searches? How your mobile phone unlocks by recognizing your face? Then you are welcome to Skyfi Labs. Here you will get to know the real applications of Data Science and top subjects for your final year projects that will increase your knowledge in the data science field. To accelerate your journey with Data Science.
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Data Science can be simply defined as it is the field of exploring, manipulating and analysing data and using this data to answer the question about data.
Data scientist analyze structured and unstructured data and obtains meaningful information from many sources. In simple works Data Science is the study of data, processing the data and extraction of data. Data Science consists of Artificial Intelligence, Machine Learning, Deep Learning, Big Data, Statistical Programming and became a part of IoT too.
Data Science has multiple steps and stages. It includes the following steps:
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Following are the best data science projects for final year students
1. Emotion Recognition with voice input
Emotion recognition with audio input is one of thepopular projects among the final year students. We can use a dataset like Vox celebrity dataset for the different voice samples. So this dataset can be used as the training dataset. A package like Librosa can be used for the classification and extraction of audio samples. This data science final year project is helpful for the handicaps/deaf person.
Language and algorithms used in this project:
2. Credit Card Fraud Detection
Nowadays credit card payment transactions are one of the most common payment methods among peoples. Secure transaction via credit card is essential. So this data science final year project is necessary so that customers are only charged for the item that they purchased. Dataset consists of both fraud transaction and clear transaction data.
Language and algorithms used in this data science project:
3. Gender and Age Detection
This data science project is a part of image recognition. This is one of the most popular final year projects. This project is helpful for most of the online-based exams. There are lots of datasets available for model training. The data science project is based on the python programming language.
Language and algorithms used in this project:
4. Water Quality Monitoring For Disease Prediction
This data science project includes both machine learning and IoT technologies. Sensors are used to record water quality parameters. The digital display is for continuous monitoring of the water quality and the main part is the machine learning algorithm to predict the diseases. Python libraries like sci-kit learn, NumPy, scipy can be used for mathematical calculations.
Language, algorithms and technologies used in this project:
5. Customer Segmentation
Customer segmentation used to identify the behaviour of the customers like gender, age, economic status, type of interests etc. This project is based on unsupervised learning. Partition method is used to split the customers according to given attributes. This data science project is useful for the identification of the potential customer for selling the product. You can use mall customer dataset to train models.
Language and algorithms used in this project:
So these are the top data science projects for final year students.
Below is the list of more data science projects:
A best final year project will add more value to your resume and also helps you to learn a lot. Thus choose your data science final year project wisely.
P.S - Python, Machine learning, Data mining
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