Artificial Intelligence & Machine Learning

Artificial Intelligence (AI) enables machines to simulate human intelligence, while Machine Learning (ML) allows computers to learn from data and make decisions.

AI & ML Course Contents

Course Duration: 42 hours

Introduction to AI & ML (4 Hours)

• Overview of AI and ML
• Applications and use cases
• Key concepts and terminology

Python for AI & ML (4 Hours)

• Basic Python programming
• Libraries: NumPy, Pandas, Matplotlib
• Data manipulation and visualization

Data Preprocessing (4 Hours)

• Data cleaning and preparation
• Handling missing values
• Feature scaling and selection

Supervised Learning (4 Hours)

• Linear and logistic regression
• Decision trees and random forests
• Support Vector Machines (SVM)

Unsupervised Learning (4 Hours)

• Clustering: K-means, hierarchical clustering
• Principal Component Analysis (PCA)
• Anomaly detection

Neural Networks and Deep Learning (4 Hours)

• Introduction to neural networks
• Building and training neural networks
• Convolutional Neural Networks (CNNs)

Natural Language Processing (NLP) (4 Hours)

• Text preprocessing techniques
• Sentiment analysis
• Language models and text generation

Model Evaluation and Optimization (4 Hours)

• Performance metrics
• Cross-validation techniques
• Hyperparameter tuning

Deployment and Model Serving (4 Hours)

• Exporting models
• Using Flask or Django for model deployment
• Model serving with APIs

Hands-on Projects and Case Studies (6 Hours)

• Real-world projects in AI & ML
• Industry-specific case studies
• Capstone project

Special Offer

Unlock the potential of Artificial Intelligence and Machine Learning with our special AI & ML course offer! For a limited time, get comprehensive training from industry experts, engage in hands-on projects, and earn a certification to boost your career.

₹6999

Contact Now!

Address

Office No. 3050, Marvel Fuego, Magarpatta Road, Above Nexa, Opp. to Seasons and WeWork, Hadapsar, Pune (MH) - 411028

Contacts

Phone: +91-8484833782
Phone: +91-9860433782

Time

09:00 AM to 6:00 PM
(Saturday & Sunday Off)

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