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Post Graduate Certificate in Machine Learning and Deep Learning (Executive)
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Post Graduate Certificate in Machine Learning and Deep Learning (Executive)
The Post Graduate Certificate in Machine Learning and Deep Learning (Executive) is a comprehensive program designed for professionals looking to advance their expertise in artificial intelligence and deep learning.
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Requirements
- A bachelor’s degree, Programming Knowledge, Understanding of Mathematics and Statistics, Professional Experience, Technical Aptitude, Problem-Solving Skills,Interest in AI and Technology
Description
Post Graduate Programme in Machine Learning & AI (Executive)
Overview
Overview
Get certification for Machine Learning and Deep Learning and future-proof your career.
| Duration | 8 months |
|---|---|
| Total Fee | ₹1,50,000 |
| Mode of learning | Online |
| Difficulty level | Beginner |
| Official Website | Go to Our Course |
| Credential | Certificate |
Post Graduate Programme in Machine Learning & AI (Executive)
Highlights
Discover More ▶
- Dedicated Student Support
- Exclusive Job opportunities Portal
- 1 Free Referral
- Daily Doubt Resolution Support
- Designed for Working Professionals
- 5+ Case Studies and Projects
- No Cost EMI Options Available
Post Graduate Programme in Machine Learning & AI (Executive)
Course Details
Course Details
Skills you will learn
- Deep Learning,Natural Language Processing (NLP),Computer Vision,Data Science and Analytics.
More about this course
- Explore 5+ Case Studies and Industry Projects
- Immerse in 240+ Hours of Online Learning Content
- Mock Interviews with Hiring Managers
- Hassle-free, No Cost EMI Options Available
- Exclusive Job Portal and AI Profile Builder
Post Graduate Programme in Machine Learning & AI (Executive)
Curriculum
Curriculum
Course 1: Pre-Program Preparatory Content ▼
- ✓ Introduction to Python
- ✓ Python for Data Science
- ✓ Data Visualisation in Python
- ✓ Data Analysis Using SQL
- ✓ Advanced SQL & Best Practices
- ✓ Data Analysis in Excel
- ✓ Analytics Problem Solving
- ✓ Math for Machine Learning
Course 2: Statistics and EDA ▼
- ✓ Exploratory Data Analysis
- ✓ Cloud Essentials: Intro to Git and Github
- ✓ Inferential Statistics
- ✓ Hypothesis Testing
- ✓ Lending Club Case Study
Course 3: Machine Learning - I ▼
- ✓ Linear Regression
- ✓ Linear Regression Assignment
- ✓ Logistic Regression
- ✓ Naive Bayes
- ✓ Model Selection
Course 4: Machine Learning - II ▼
- ✓ Advanced Regression
- ✓ Advanced Regression Assignment
- ✓ Support Vector Machine (Optional)
- ✓ Tree Models
- ✓ Model Selection - Practical Considerations
- ✓ Boosting
- ✓ Unsupervised learning: Clustering
- ✓ Unsupervised Learning: Principal Component Analysis
- ✓ Telecom Churn Case Study
Course 5: Deep Learning ▼
- ✓ Introduction to Neural Networks
- ✓ Convolutional Neural Networks -Industry Applications
- ✓ Convolutional Neural Networks - Assignment
- ✓ Recurrent Neural Networks
- ✓ Neural Networks Project - Gesture Recognition
Post Graduate Programme in Machine Learning & AI (Executive)
Entry Requirements
Entry Requirements
Eligibility Criteria ▼
- Bachelor's Degree (4 years program) or a Masters Degree in the relevant discipline with at least 55% marks. Minimum of 2 years of work experience
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About Instructor
About Instructor