CLS
Data Analysis Masterclass & AI

Data Analysis Masterclass & AI

Total Duration 120 Hours
Level Beginner / Intermediate
Delivery Mode
Virtual Learning Public Classroom
Available Schedules
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Skills you'll learn

13 skills
Data analysis basics
Excel data analysis
Dashboard building
Power Query
Power Pivot modeling
SQL data cleaning
Python data analysis
Pandas' data handling
NumPy data processing
Data visualization

Prerequisites

Good knowledge of Excel fundamentals
Basic computer skills
No prior experience in data analysis.

Course Outline

This isn't just a course. It's a structured path designed to turn you into a specialist ready for the global job market.

  • What is Data Analysis?
  • Importance of data in business
  • Data Analysis process overview
  • Types of data and Analysis
  • Careers in data Analysis
  • Overview of common tools (Excel, SQL, Python, Power BI)
  • Mean, Median, Mode
  • Variance & Standard Deviation
  • Descriptive vs Inferential Statistics
  • Understanding trends and patterns
  • Basic data interpretation
  • Importance of data visualization
  • Common chart types
  • Bar Charts
  • Pie Charts
  • Line Charts
  • Scatter Plots
  • Choosing the right visualization
  • Principles of effective visual design

Target Audience

Designed to meet the needs of learners at different career stages, empowering them to build user-centered digital experiences

Aspiring Data Analysts: Wanting a solid foundation in tools used daily in real-world analytics and reporting environments.
Business Professionals & Managers: Who need to analysis performance, generate reports, and make data-driven decisions quickly and effectively.
Power BI and Business Intelligence Professionals looking to strengthen their data foundations.
Students & Fresh Graduates preparing for data-related job opportunities.
Project Managers and Business Professionals who use data to support decision-making.
Learning outcomes

What you'll learn

Understand the basics of Data Analytics & Statistical Methods
Using Pivot Tables and Pivot Charts for effective data summarization & reporting.
Microsoft Excel for data analysis, reporting, dashboard creation
Create professional dashboards and visualizations for data-driven decisions
Import and Transform Data using Power Query: Clean, Filter and Format data for Analysis from Different Sources
Use Python for Data Analysis, Data Cleaning & Visualization.
Analysis Datasets using Pandas, NumPy, Matplotlib & Seaborn Libraries.
Data Cleaning and Validation using SQL & data quality methods
Integrate Python with Excel, SQL, and AI tools.
Use AI Tools to accelerate data analysis and reporting
Build a Professional Portfolio on Analytics Projects
About this course

About this course

Data Analysis Masterclass is a comprehensive, proficiently focused program designed to take learners from basic concepts to advanced analytical practices used by modern data professionals. Instead of focusing on a single tool, this program provides a complete learning journey that covers the data analytics lifecycle—from understanding data and statistics to cleaning, transforming, analysing, visualizing, and communicating business insights.

During the program, learners will build strong analytical foundations by exploring data concepts, statistical reasoning, and data visualization principles before moving on practical work using industry's most widely used analytics tools, including Microsoft Excel, SQL, Python, and Power BI.

Accredited Credentials

  • Attendance Certificate from CLS Learning Solutions 


Data Analysis Masterclass & AI

Potential Career Paths

Data Analyst
Business Analyst
Power BI Developer
Business Intelligence Developer
Freelance Data Analyst
Business Intelligence Developer
Operations Analyst
Data Visualization Specialist