Courses AIML-L4-01

Artificial Intelligence and Machine Learning

Become a certified professional with our comprehensive training program. Master the skills demanded by top employers worldwide.

1 Months Online NSDC Certified
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Course Overview
Artificial Intelligence and Machine Learning (AIML-L4-01) is an accredited LEVEL 4 vocational certification program structured over 1 Months. Aligned with national vocational education standards, this career-oriented curriculum includes: AI Landscape, Math Foundations & Python Programming, Supervised & Unsupervised Machine Learning Algorithms, Deep Learning Concepts & Neural Network Architectures, Model Evaluation, Generative AI (LLMs) & Real-World Deployments. Evaluation consists of practical module assessments and a final certification examination (Total Marks: 500, Passing: 200). Successful candidates earn an industry-recognized certificate with verifiable digital credentials.
Syllabus

Course Curriculum

4 Modules
History of AI, linear algebra basics, probability, Python syntax, NumPy, and Pandas dataframes.
Linear regression, logistic regression, decision trees, random forests, k-means clustering, and PCA.
Perceptrons, multi-layer networks, activation functions (ReLU, Sigmoid), backpropagation, and CNNs.
Confusion matrix, precision, recall, F1-score, introduction to Transformers, prompt engineering, and cloud AI APIs.

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