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Embark on a transformative journey into AI and Deep Learning with a Certificate in Artificial Intelligence and Deep Learning using Python. Designed for professionals and enthusiasts alike, this program equips learners with hands-on expertise in Machine Learning, Neural Networks, Natural Language Processing, Computer Vision, and more, ensuring you stay ahead in the evolving AI landscape.
*Paid internship will be as per organization's norms or on a first-come, first-serve basis.
Total Modules: 6
Gain insight into a topic and learn the fundamentals.
Duration
40 hours
Level: Beginner
No prior experience required
Internship
Be eligible for internship (paid/unpaid)
Fee: ₹
52,000₹42,000
Skills you'll gain
Data Preprocessing
Techniques to clean and prepare datasets.
Feature Scaling and Transformation
Adjusting data for optimal model performance.
Regression Techniques
Applying linear and logistic regression for predictions.
TensorFlow
Mastering the leading AI framework for model building.
Neural Networks
Designing and training ANNs, CNNs, and RNNs.
Image Classification
Building CNN models for object and image recognition.
Natural Language Processing (NLP)
Analyzing and processing textual data.
Industry-relevant Skills
Real-world professional experience through an internship*.
Tools and Platforms covered
Program Overview and Structure
1. Introduction to Machine Learning
Learn essential data preparation techniques, including preprocessing, feature scaling, and categorical conversions. Master linear, multiple, ridge, lasso, and logistic regression models. Build a solid foundation in machine learning concepts to understand and implement basic predictive models effectively.
- Data Preprocessing
- Data Transformation
- Data Reduction
- Data Wrangling and Manipulation for Machine Learning
- Feature Scaling
- Categorical Conversions
- Introduction to Machine Learning
- Simple Linear Regression
- Machine Learning Basics
- Multiple Linear Regression
- Ridge and Lasso Regression
- Logistic Regression
2. Artificial Intelligence: Fundamentals
3. Artificial Neural Networks (ANN)
4. Convolutional Neural Networks (CNN)
5. Sequential Data Analysis
6. Computer Vision and Video Analytics
Earn and Share Your Certificate
Meet our top-ranked faculty
Kaushik Swaroop
Consultant Advisory-Transformation-BE, KPMG India
Amity Online Advantages: Why We're the Right Fit for You
Learn from Analytics Experts and Industry Veterans
Learn from experienced faculty and industry professionals who specialize in AI & ML. Our experts help you build dynamic skills and knowledge that meet industry standards.
Real-World Case Studies and Data-Driven Projects
Gain hands-on experience in Machine Learning, Neural Networks, NLP, and Computer Vision. This practical approach prepares you to make data-driven decisions in any business setting.
Flexible Learning for Busy Professionals
Study at your own pace with a flexible curriculum designed to fit around your schedule, making it ideal for working professionals looking to upskill.
Certification with Industry Recognition
Receive a certification in Artificial Intelligence and Deep learning using Python from Amity University Online, respected by employers across multiple sectors.
Frequently Asked Questions
Who can enroll in this course?
This course is designed for data scientists, AI enthusiasts, undergraduates, graduates, and anyone interested in specializing in AI and deep learning.
What topics are covered in this course?
Do I need to have prior experience in AI or machine learning?
How is the course structured?
What kind of projects will I work on?
Will I receive a certificate upon completion?
What kind of support will I receive during the course?
What job roles will I be eligible for after completing this certificate?
Total Modules: 6
Gain insight into a topic and learn the fundamentals.
Duration
40 hours
Level: Beginner
No prior experience required
Internship
Be eligible for internship (paid/unpaid)
Fee: ₹
52,000₹42,000