AI+ Data

Develop comprehensive data science skills for AI-driven insights. This technical certification covers the complete data science lifecycle—from statistical foundations and programming skills to machine learning algorithms and data storytelling. Hands-on labs teach you to analyze data, build predictive models, and communicate insights effectively.

Course Curriculum

Foundations of Data Science

Introduction to Data Science
Data Science Life Cycle
Applications of Data Science

Foundations of Statistics

Basic Concepts of Statistics
Probability Theory
Statistical Inference

Data Sources and Types

Types of Data
Data Sources
Data Storage Technologies

Programming Skills for Data Science

Introduction to Python for Data Science
Introduction to R for Data Science

Data Wrangling and Preprocessing

Data Imputation Techniques
Handling Outliers
Data Transformation

Exploratory Data Analysis (EDA)

Introduction to EDA
Data Visualization Techniques

Generative AI Tools for Deriving Insights

Introduction to Generative AI Tools
Applications of Generative AI

Machine Learning

Supervised Learning Algorithms
Unsupervised Learning
Clustering Algorithms
Association Rule Learning

Advanced Machine Learning

Ensemble Learning Techniques
Dimensionality Reduction
Advanced Optimization Techniques

Data-Driven Decision-Making

Introduction to Data-Driven Decisions
Open Source Tools
Deriving Insights from Datasets

Data Storytelling

Power of Data Storytelling
Crafting Compelling Narratives
Visualizing Data for Impact

Capstone Project - Employee Attrition Prediction

Problem Statement
Data Collection & Preparation
Data Analysis & Modeling
Presentation

What You'll Learn

Apply statistical methods for data analysis
Build and evaluate machine learning models
Make data-driven business decisions
Program in Python and R for data science tasks
Create compelling data visualizations and narratives

Prerequisites

Exam Details

Duration

90 minutes

Passing Score

70% (35/50)

Format

50 multiple-choice/multiple-response questions

Delivery Method

Online via proctored exam platform (flexible scheduling)

Exam Blueprint

Foundations of Data Science

12%

Foundations of Statistics

Data Sources and Types

Programming Skills for Data Science

Data Wrangling and Preprocessing

Exploratory Data Analysis (EDA)

Generative AI Tools for Deriving Insights

Machine Learning

Advanced Machine Learning

Data-Driven Decision-Making

Data Storytelling

Capstone Project - Employee Attrition Prediction

Who Should Take This Course

Aspiring data scientists

Business analysts

Data analysts

Professionals transitioning to data science

Starting From

£400

Choose Your Format

E-Learning

£400

Instructor-Led

£3160

E-Learning Includes:

Instructor-Led Includes:

40 hours of Instructor-Led Training (ILT)
Live trainer-guided sessions (in-person or virtual)
Interactive discussion & real-time Q&A
Hands-on practice & practical exercises
Immediate feedback from expert instructors
Team building & collaborative learning
Official certification upon completion

View Training Schedule →

Exam voucher included