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Professional Certificate in Machine Learning and Artificial Intelligence
By Haas School of Business, Berkeley via Emeritus
Online
6 Months
7,975 USD Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | Haas School of Business, Berkeley |
The fees for the course is :
| Fees components | Amount |
| Original fees | $7,975 |
| Discounted fees | $7,177 |
The Syllabus
- Introduction to Machine Learning
- Fundamentals of Machine Learning
- Introduction to Data Analysis
- Fundamentals of Data Analysis
- Practical Applications I
- Clustering and Principal Component Analysis
- Linear and Multiple Regression
- Feature Engineering and Overfitting
- Model Selection and Regularization
- Time Series Analysis and Forecasting
- Practical Applications II
- Classification and k-Nearest Neighbors
- Logistic Regression
- Decision Trees
- Gradient Descent and Optimization
- Support Vector Machines
- Practical Applications III
- Natural Language Processing
- Recommendation Systems
- Capstone I
- Ensemble Techniques (GBM, XGB, and Random Forest)
- Deep Neural Networks I
- Deep Neural Networks II
- Capstone II
- Introduction to Generative AI
- Capstone Project
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