PGP in Machine Learning
- Offered byGreat Learning
- Private Institute
PGP in Machine Learning at Great Learning Overview
Duration | 7 months |
Total fee | ₹1.50 Lakh |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
- Overview
- Highlights
- Course Details
- Curriculum
- Faculty
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PGP in Machine Learning at Great Learning Highlights
- Earn a certificate after completion of the course
- Individual doubt-solving with expert mentors
- Dedicated career support through interview workshops and 1:1 mentorship
- 20+ practical case studies guided by industry experts
- Easy EMI option available
PGP in Machine Learning at Great Learning Course details
The foundation is basically an introduction to Machine Learning technology
As this is a complete Machine Learning course, we focus on imparting in-depth knowledge and understanding of the several basics of Machine Learning in this module
The Foundations block comprises two courses where we get our hands dirty with Statistics and Python programming, head-on
These two courses set our foundations so that we sail through the rest of the journey with minimal hindrance
The study components of the foundations aim to develop a strong understanding of all the concepts of Machine Learning
PGP in Machine Learning at Great Learning Curriculum
Python for AI & ML
Python Basics
Jupyter notebook – Installation & function
Python functions, packages and routines
Applied Statistics
Descriptive Statistics
Inferential Statistics
Probability & Conditional Probability
Supervised Learning
Multiple Variable Linear regression
Multiple regression
Logistic regression
Unsupervised Learning
K-means clustering
Hierarchical clustering
Hierarchical clustering
Ensemble Techniques
Decision Trees
Random Forests
Bagging
Featurization, Model Selection & Tuning
Feature engineering
Model selection and tuning
Model performance measures
Introduction to SQL module
Introduction to DBMS
ER diagram
Schema design
PGP in Machine Learning at Great Learning Faculty details
PGP in Machine Learning at Great Learning Placements
Top Recruiters for Great LearningPGP in Machine Learning at Great Learning Entry Requirements
- 50%
candidates who do not know Python, offer a free pre-program tutorial
- Not mentioned
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