Advanced Data Science and AI – Castor Academy

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Cloud fundamentals

Machine learning

Research design

Software development practices

Overview

This advanced course is designed for professionals who already have a solid foundation in data science and want to move toward senior, lead, or specialist roles. You will deepen your expertise in machine learning, statistics, and AI systems, while developing advanced skills in research, teaching, project leadership, and strategic decision-making. The course emphasizes real-world applications, modern AI workflows, and production-ready solutions.

By

argenticare

Share

Advanced Data Science and AI

Category:

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Artificial Intelligence

Professional Skills

Programming

0

0

Enrollments

Level

Expert

Time to Complete:

100 hours 0 minute

Lessons:

0

Certificate:

Yes

Free

Overview

This advanced course is designed for professionals who already have a solid foundation in data science and want to move toward senior, lead, or specialist roles. You will deepen your expertise in machine learning, statistics, and AI systems, while developing advanced skills in research, teaching, project leadership, and strategic decision-making. The course emphasizes real-world applications, modern AI workflows, and production-ready solutions.

What You’ll Learn?

Design, train, evaluate, and deploy advanced machine learning and deep learning models

Apply inferential and Bayesian statistics to real-world data problems

Build scalable data and AI systems using modern frameworks and cloud infrastructure

Implement MLOps practices for reproducible and maintainable ML solutions

Analyze and apply advanced AI architectures, including transformers and agentic systems

Lead data science projects with strong project, people, and risk management skills

Communicate complex technical work through professional documentation and presentations

Conduct applied research and benchmark ML/DL solutions against the state of the art

Requirements

Prior knowledge of Python and basic data analysis

Familiarity with fundamental statistics and machine learning concepts

A computer capable of running Python-based data science tools

Willingness to work on a substantial end-to-end capstone project

Instructor(s)

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Learning Strategies: Teaching and Curriculum Design

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Advanced AI Topics and Emerging Trends

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Servers, Cloud, and Advanced Databases

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Advanced Programming and Software Architecture

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Capstone Project: End-to-End ML/DL Solution

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Material Includes

Curated video lessons and guided learning paths

Hands-on exercises and applied tasks

Guided notebooks and code examples

Capstone project guidelines and evaluation criteria

Templates for documentation, project planning, and presentations

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(Average)

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Artificial Intelligence

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Artificial Intelligence

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Artificial Intelligence

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