Data Science and AI for Professionals

This course equips mid-career professionals with advanced data science and AI skills necessary for transforming data into strategic business insights. With a focus on practical applications, participants will explore complex data science methodologies, machine learning models, and AI tools relevant to the UAE’s diverse business landscape, from finance to retail and beyond.

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Course Levels:

Basic
Intermediate
Advanced

COURSE BENEFITS

Why choose MS Excel Advanced?

Develop expertise in handling complex data challenges and building robust models

Gain proficiency in using Python, R, and data visualization tools like Tableau and Power BI

Improve strategic decision-making with AI-powered insights

Earn an industry-recognized certification to bolster your professional portfolio

Course Details

Curriculum

Advanced Data Science Foundations

This foundational module covers the critical concepts and techniques in data science and AI, providing insight into the transformative role of AI within specific industries, including finance, healthcare, and logistics. It also emphasizes data ethics, governance, and privacy, essential areas for responsible AI implementation.

Data Wrangling and Preparation

This section equips participants with advanced techniques to handle large and diverse datasets, covering both structured and unstructured data. Participants will learn data cleaning, transformation, and feature engineering techniques and gain a foundational understanding of SQL for effective database management.

Exploratory Data Analysis and Visualization

Here, participants delve into exploratory data analysis using Python and R, mastering advanced visualization techniques for complex datasets. This module includes building interactive dashboards and visualizations with tools like Tableau and Power BI, essential for communicating insights effectively.

Machine Learning and Predictive Analytics

This comprehensive exploration of machine learning covers model types such as regression, classification, and clustering. Participants learn to evaluate and fine-tune models for accuracy and efficiency, with an introduction to neural networks and the fundamentals of deep learning.

AI and Data Science in Practice

In this module, participants examine real-world applications of AI in UAE industries through case studies in predictive maintenance, customer segmentation, and fraud detection. They will also gain hands-on experience deploying machine learning models in production environments.

Capstone Project

The course culminates in a capstone project where participants tackle a real-world problem from their industry. This involves data collection, model building, and deployment, with a final presentation of findings and actionable insights, demonstrating their practical skills and readiness to apply AI solutions.