Course description
- Enhanced Efficiency and Productivity
- Data-Driven Decision Making
- Improved Customer Experience
- Innovation and Problem Solving
- Healthcare Advancements
- Enhanced Security
- Accessibility and Inclusivity
- Economic Growth
- Artificial Intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems.
- These processes include learning (acquiring information and rules for using the information), reasoning (using rules to reach approximate or definite conclusions), and self-correction.
- AI has become an integral part of various industries, transforming how we live, work, and interact with technology.
- Artificial Intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems.
- These processes include learning (acquiring information and rules for using the information), reasoning (using rules to reach approximate or definite conclusions), and self-correction.
- AI has become an integral part of various industries, transforming how we live, work, and interact with technology
- Overview of AI and its evolution
- Applications across industries (healthcare, finance, etc.)
- Ethical considerations in AI
- Setting up the development environment (Python, Jupyter, Anaconda)
- Introduction to Python for AI
- Python programming basics
- Essential libraries: NumPy, Pandas, Matplotlib
- Linear Algebra for AI
- Vectors, matrices, eigenvalues/eigenvectors, matrix operations
- Calculus and Probability
- Derivatives, chain rule, gradient descent
- Probability theory and Bayesian statistics
- Supervised Learning
- Regression (Linear, Ridge, Lasso)
- Classification (Logistic Regression, Decision Trees, SVM)
- Unsupervised Learning
- Clustering (K-Means, DBSCAN)
- Dimensionality reduction (PCA, LDA)
- Model evaluation (cross-validation, hyperparameter tuning)
- Neural Networks Basics
- Activation and loss functions, optimizers
- Introduction to TensorFlow/Keras
- CNNs and RNNs
- CNN architecture and applications (image classification)
- RNNs for time series and NLP (LSTM, GRU)
FLASK
NLTK LIB
Python
Scikit-learn
Annual Salary
Source: Glassdoor
Hiring Companies
Source: Indeed
Annual Salary
Source: Glassdoor
Hiring Companies
Source: Indeed
Annual Salary
Source: Glassdoor
Hiring Companies
Source: Indeed
Annual Salary
Source: Glassdoor
Hiring Companies
Source: Indeed
Why STELLARAA
CAPSTONE PROJECTS
Handwritten Digit Recognition using CNN
AI Chatbot for Customer Support
Handwritten Digit Recognition using CNN
AI Chatbot for Customer Support
CERTIFICATIONS
ESSENTIAL
₹5999
- 6+ Hrs of Live Sessions
- Industrial Projects
- Recorded Videos
- Certifications
- Mentor Support
- One On One Doubt Clearing Sessions
- Placement Guidance
- Interview Assistance
ELITE
₹14999
- 24+ Hrs of Live Sessions
- Industrial Projects
- Recorded Videos
- Certifications
- Mentor Support
- One On One Doubt Clearing Sessions
- Placement Guidance
- Interview Assistance
Recognized By
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Credential Platform Partners
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Contact us
Connect with us to experience seamless communication. we value open dialogue and are eager to engage with you. whether you have questions, ideas, or feedback, we are here to listen and respond.
support@stellaraa.com,
collabs@stellaraa.com
Get in touch
Our address
106 6TH CROSS ITTAMADU ,
BSK 3RD STAGE,
Bangalore Karnataka 560085
Office hours
11:00 AM - 8:00 PM
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