Master the skills used by modern Data Scientists, Machine Learning Engineers and AI Developers. Build real predictive systems, deploy intelligent applications, create an industry-ready portfolio, and gain practical experience that employers value.
Modules
Major Projects
Portfolio Based
Focused
AI is transforming industries worldwide. This program equips students with practical skills to solve real business problems using Data Science, Machine Learning and AI.
Build predictive models and intelligent systems.
Extract business insights from data.
Deploy production-ready AI applications.
Create real-world AI-powered solutions.
Learn through projects, challenges and practical implementation.
Understanding AI systems, ML types and prediction problems.
Cleaning datasets, feature selection and preprocessing.
Probability, vectors, matrices and model intuition.
Linear Regression, Logistic Regression and Decision Trees.
Accuracy, precision, recall and optimization.
Spam detection, churn prediction and risk analysis.
Clustering, segmentation and pattern discovery.
Transforming and improving datasets.
Cross validation and hyperparameter tuning.
Deploy machine learning systems using FastAPI.
Create AI-powered web applications with Streamlit.
Recommendation engines, sales prediction and fraud detection.
End-to-end AI pipelines and deployment workflows.
GitHub, Kaggle, Portfolio and Employability preparation.
Sponsors and motivators receive attendance and assessment updates via email.
Consistent evaluation and accountability system.
Top projects are celebrated and featured.
Showcase projects publicly and receive ratings.
Professional resume creation support.
Gain practical experience through real projects.
Outstanding projects may be showcased through FTIE opportunities.
Curriculum designed around worldwide industry needs.
Join Viltx Academy and develop the skills, portfolio and practical experience required for the modern AI industry.
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