Description
Learn Web Application Development with Machine Learning course. Machine learning is a branch of artificial intelligence (AI) that focuses on building programs that learn from data and improve their accuracy over time without planning 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 large amounts of data in order to make decisions and make predictions based on new data. The better the algorithm, the more accurate the decisions and predictions become as it processes more data. Machine learning has led to amazing results, such as the ability to analyze medical images and predict diseases on par with human experts. Google’s AlphaGo program was able to defeat a world champion in a strategic game using deep reinforcement learning. Machine learning is even being used to program self-driving cars, which will change the automotive industry forever. Imagine a world where car accidents were drastically reduced, simply by removing the element of human error. Topics discussed in this course:
1. Warming up with machine learning libraries: Anesthesia, Pandas
2. Implementation of machine learning algorithms: linear, logistic regression
3. Implement the neural network from scratch
4. An introduction to TensorFlow and Cross
5. Start with Flask’s simple “Hello World” program
6. Create a flask program to implement linear regression and test API endpoints
7. Implement transfer training and build an application to implement image classification
What you will learn in the Learn Web Application Development with Machine Learning course
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Master of Machine Learning in Python
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Learn about regression, classification tasks
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Learn about neural networks
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Get to know projects with deep neural networks
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Creating web applications using Flask
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Simple model building with Scikit-Learn, TensorFlow and Keras
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Creating a REST API for machine learning models
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Learn about exploratory data analysis
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Run linear and logistic regression
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Implementation of convolutional neural network
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Learn about Postman for testing API endpoints
This course is suitable for people who
- A programmer who wants to learn machine learning by creating web applications
- Data scientists who want to know how to test and monitor their models beyond that
- Beginner Python programmer
- Machine learning engineer who wants to create fun projects using their basic skills
Learn Web Application Development with Machine Learning course specifications
- Publisher: Yudmi
- teacher: Sachin Kafle
- Training level: beginner to advanced
- Training duration: 18 hours and 1 minute
- Number of courses: 91
Headlines of the Learn Web Application Development with Machine Learning course on 10/2022
Prerequisites of the Learn Web Application Development with Machine Learning course
- Any laptop and an internet connection
- Basic knowledge of Python programming is a must
Course images
Sample video of the course
Installation guide
After Extract, view with your favorite Player.
Subtitle: None
Quality: 720p
download link
File(s) password: www.downloadly.ir
Volume
6.20 GB
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