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.
Updated on Jun, 2025
Language - English
Development ,Data Science,Python
Lectures -33
Duration -3.5 hours
Lifetime Access
Lifetime Access
30-days Money-Back Guarantee
Get your team access to 10000+ top Tutorials Point courses anytime, anywhere.
Course Description
Machine learning has become a key industry driver in the global job and opportunity market. To stay ahead in their careers, machine learning is one of the must-have skill sets that tech professionals are acquiring as quickly as possible. This course is designed by leading academicians and industry experts to help individuals learn machine learning and its techniques using the Python programming language, with numerous examples and case studies.
Goals
- Machine learning techniques.
- Supervised machine learning, Unsupervised machine learning, Semi-supervised machine learning, and 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.
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
Logistic Regression With Python
5 Lectures
Classification And Discriminant Analysis With A Case Study
2 Lectures
Decision Tree With Python
7 Lectures
Unsupervised Machine Learning
1 Lectures
K-means Clustering With Python
2 Lectures
Hierarchical Clustering With Case Studies
3 Lectures
Applications Of Artificial Intelligence
2 Lectures
Instructor Details
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.
Course Certificate
Use your certificate to make a career change or to advance in your current career.
Our students work
with the Best
Related Video Courses
View MoreAnnual Membership
Become a valued member of Tutorials Point and enjoy unlimited access to our vast library of top-rated Video Courses
Subscribe now
Online Certifications
Master prominent technologies at full length and become a valued certified professional.
Explore Now