About This Course
This Machine Learning with Python course dives into the basics of Machine Learning using Python, an approachable and well-known programming language.
You’ll learn about Supervised vs Unsupervised Learning, look into how Statistical Modeling relates to Machine Learning, and do a comparison of each.
Look at real-life examples of Machine Learning and how it affects society in ways you may not have guessed!
Explore many algorithms and models:
- Popular algorithms: Classification, Regression, Clustering, and Dimensional Reduction.
- Popular models: Train/Test Split, Root Mean Squared Error, and Random Forests.
More important, you will transform your theoretical knowledge in to practical skill using many hands-on labs.
Get ready to do more learning than your machine!
About This Course
This Machine Learning with Python course dives into the basics of Machine Learning using Python, an approachable and well-known programming language.
You’ll learn about Supervised vs Unsupervised Learning, look into how Statistical Modeling relates to Machine Learning, and do a comparison of each.
Look at real-life examples of Machine Learning and how it affects society in ways you may not have guessed!
Explore many algorithms and models:
- Popular algorithms: Classification, Regression, Clustering, and Dimensional Reduction.
- Popular models: Train/Test Split, Root Mean Squared Error, and Random Forests.
More important, you will transform your theoretical knowledge in to practical skill using many hands-on labs.
Get ready to do more learning than your machine!
Course Syllabus
Module 1 – Introduction to Machine Learning
- Applications of Machine Learning
- Supervised vs Unsupervised Learning
- Python libraries suitable for Machine Learning
Module 2 – Regression
- Linear Regression
- Non-linear Regression
- Model evaluation methods
Module 3 – Classification
- K-Nearest Neighbour
- Decision Trees
- Logistic Regression
- Support Vector Machines
- Model Evaluation
Module 4 – Unsupervised Learning
- K-Means Clustering
- Hierarchical Clustering
- Density-Based Clustering
Module 5 – Recommender Systems
- Content-based recommender systems
- Collaborative Filtering
Course Calendar
| Start Date | End Date | Duration | Locaton | Register Now |
|---|---|---|---|---|
| 12th July 2019 | 14th July 2019 | 3 Days | Pune | Register Now |
| 2nd Aug 2019 | 4th Aug 2019 | 3 Days | Pune | Register Now |
| 6th Sep 2019 | 8th Sep 2019 | 3 Days | Pune | Register Now |
Course Calendar
| Stat Date |
End Date | Duration | Location |
|---|---|---|---|
| 12th July 2019 | 14th July 2019 | 3 Days | Pune |
| Stat Date |
End Date | Duration | Location |
|---|---|---|---|
| 2nd Aug 2019 | 4th Aug 2019 | 3 Days | Pune |
| Stat Date |
End Date | Duration | Location |
|---|---|---|---|
| 6th Sep 2019 | 8th Sep 2019 | 3 Days | Pune |
