Training: Intelligent Data Analysis – Modern AI Tools in Practice
Level
IntermediateDuration
16h / 2 daysDate
Individually arrangedPrice
Individually arrangedTraining: Intelligent Data Analysis – Modern AI Tools in Practice
The Intelligent Data Analysis: Modern AI Tools in Practice training is an intensive two-day course that enables participants to gain practical skills in data analysis using advanced AI tools. The course combines theory with hands-on practice, focusing on real-world applications of artificial intelligence in data analysis to optimize decision-making processes and increase business efficiency.
What will you learn?
- How to prepare and explore data for analysis using AI tools
- How to automate analytical processes with artificial intelligence
- How to implement basic and advanced AI models for data analysis
- How to build interactive reports and dashboards to present AI-driven insights
Who is this training for?
Data analysts and business intelligence specialists-
IT professionals and developers interested in AI and data analysis
-
Managers and project leaders aiming to implement AI-powered analytics in their organizations
Training Program
-
Day 1: Introduction to AI and Basic Data Analysis Techniques
-
Foundations of Artificial Intelligence
- Key concepts and techniques of AI
- Overview of AI tools and libraries
-
Preparing Data for AI Analysis
- Data cleaning and transformation techniques
- Introduction to Exploratory Data Analysis (EDA)
-
Workshop: Data Preparation and Exploration
- Hands-on exercises in cleaning and transforming datasets
- Applying EDA tools for analysis
-
Basic AI Models in Data Analysis
- Implementing regression and classification models
- Evaluating and interpreting model results
-
Day 2: Advanced AI Techniques and Applications in Data Analysis
-
Integrating Advanced AI Models
- Implementing deep learning models
- Applying neural networks in data analysis
-
Automating Analytics with AI
- Building automated analytical workflows
- Integrating AI tools with data analysis systems
-
Workshop: Advanced AI Models
- Hands-on exercises with implementing and evaluating advanced models
- Case studies of real-world AI applications
-
Visualizing AI Analysis Results
- Creating interactive reports and dashboards
- Using visualization tools to present AI-driven outcomes
