Machine Learning: Learn By Building Web Apps in Python - Learn basic to advanced Machine Learning algorithms by creating web applications using Flask!!
New | Created by Sachin Kafle
Machine learning is a branch of artificial intelligence (AI) focused on building applications that learn from data and improve their accuracy over time without being programmed to do so.
In data science, an algorithm is a sequence of statistical processing steps. In machine learning, algorithms are 'trained' to find patterns and features in massive amounts of data in order to make decisions and predictions based on new data. The better the algorithm, the more accurate the decisions and predictions will become as it processes more data.
Machine learning has led to some amazing results, like being able to analyze medical images and predict diseases on-par with human experts.
Google's AlphaGo program was able to beat a world champion in the strategy game go using deep reinforcement learning.
What you'll learn
- Master Machine Learning on Python
- Learn about Regression, Classification tasks
- Learn about neural networks
- Learn about Deep neural networks with projects
- Create web applications using flask
- Simple Model building with Scikit-Learn , TensorFlow and Keras
- Creating REST API for Machine Learning models
- Learn about Exploratory Data Analysis
- Implement linear, logistic regression
- Implement convolution neural network
- Learn about Postman to test API endpoints
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