Fundamentals of Machine Learning With Python By Spotle.ai
This course is designed for the people who want to learn and build rewarding careers in the field of Machine Learning and Data Science.
Machine Learning,Data Science and AI ML,Python,Development
Lectures -33
Duration -3.5 hours
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Course Description
Machine learning has become a key industry driver in the global job and opportunity market. In order to stay ahead in careers, machine learning is one of must have skillsets that tech professionals are acquiring as fast as possible. This course is designed by the leading academicians and industry experts to help people learn machine learning and its techniques using Python programming language with many examples and case studies.
Goals
- Machine learning techniques.
- Supervised machine learning, Unsupervised machine learning, Semi-supervised machine learning, Reinforcement learning.
- Linear regression with Python.
- Logistic regression with Python.
- Solving classification problems by discriminant analysis with a case study.
- Decision tree with Python.
- Solving unsupervised learning problems with cluster analysis.
- K-means clustering with Python.
- Hierarchical clustering.
- Bonus - Application of AI in cyber security and FinTech.
Prerequisites
- You will need to have a computer or a mobile handset with an internet connection.
- Basic knowledge of statistics and Python programming language will be an advantage.
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Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction To Machine Learning
6 Lectures
-
Course Introduction 01:21 01:21
-
Supervised Machine Learning 04:57 04:57
-
Unsupervised Machine Learning 05:22 05:22
-
Difference Between Supervised And Unsupervised Machine Learning 02:38 02:38
-
Semi-supervised Machine Learning 03:40 03:40
-
Reinforcement Learning 06:54 06:54
Regression Analysis With Python
5 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Logistic Regression With Python
5 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Classification And Discriminant Analysis With A Case Study
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Decision Tree With Python
7 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Unsupervised Machine Learning
1 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
K-means Clustering With Python
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Hierarchical Clustering With Case Studies
3 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Applications Of Artificial Intelligence
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Instructor Details
![Spotle Learn](https://www.tutorialspoint.com/assets/profiles/381096/profile/200_782238-1632854100.png)
Spotle Learn
Spotle Learn provides career ready courses in Artificial Intelligence, Data Science, Programming, Cloud Computing, IoT, Blockchain, AR and VR, Astronomy and Astrophysics and other in-demand skill areas. We have trained and certified over 100,000 people. Students from 2500 college campuses and leading corporates learn on Spotle to meet their career goals.
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