DATA ANALYSIS AND MODELING
Course 2304
2 Days
$1,100
This course equips you with the skills to analyze complex datasets and build robust models for insightful decision-making. Learn advanced techniques to transform raw data into actionable strategies.
Who Should Take This Course?
Ideal for data analysts, business analysts, data scientists, and professionals who want to deepen their understanding of data analytics and modeling.
Course Format:
Lectures, facilitator presentations, guided discussions, practical hands-on exercises (both individual and large-group), collaborative discussions, and action planning.
Payment Information: We accept credit card payments. To register using a purchase order (without a surcharge), please send the purchase order to customerservice@hazadvisors.com
Learning Objectives
- Analyze and interpret complex datasets using advanced data analytics techniques.
- Build and validate predictive models using various statistical and machine learning methods.
- Apply data modeling techniques to uncover patterns and insights from data.
- Use data visualization tools to effectively communicate analytical findings.
- Evaluate the performance of models using appropriate metrics and validation techniques.
Course Topics
Model Evaluation and Validation
- Performance metrics for regression and classification
- Cross-validation and overfitting
- ROC curves and confusion matrices
Data Visualization
- Advanced data visualization techniques
- Tools and software for creating visualizations
- Best practices in data storytelling
Implementation of Data Analytics Solutions
- Hands-on practice with analytics software
- Integrating models into business processes
Data Integration
- Techniques for combining data from different sources
- ETL (Extract, Transform, Load) processes
Anomaly Detection
- Identifying unusual patterns in data
- Applications of anomaly detection in various industries
Optimization Techniques
- Methods for optimizing model parameters
- Grid search and randomized search
Simulation and What-If Analysis
- Using simulation techniques for predictive modeling
- Conducting what-if analysis to explore different scenarios
Prerequisites
To make the most out of this course, you should have:
Class Schedule
We accept credit card payments. To register using a purchase order (without a surcharge), please send the purchase order to customerservice@hazadvisors.com
**Rates below are for each participant.
August 15 - August 16, 2024
9:00 AM – 5:00 PM EST
Data Analysis & Modeling
Virtual, EST
$1,100
Class ID: 2304
September 18 - September 19, 2024
9:00 AM – 5:00 PM EST
Data Analysis & Modeling
Virtual, EST
$1,100
Class ID: 2304
October 15 - October 16, 2024
9:00 AM – 5:00 PM EST
Data Analysis & Modeling
Virtual, EST
$1,100
Class ID: 2304
November 19 - November 20, 2024
9:00 AM – 5:00 PM EST
Data Analysis & Modeling
Virtual, EST
$1,100
Class ID: 2304
January 21 - January 22, 2025
9:00 AM – 5:00 PM EST
Data Analysis & Modeling
Virtual, EST
$1,100
Class ID: 2304
February 12 - February 13, 2025
9:00 AM – 5:00 PM EST
Data Analysis & Modeling
Virtual, EST
$1,100
Class ID: 2304
March 12 - March 13, 2025
9:00 AM – 5:00 PM EST
Data Analysis & Modeling
Virtual, EST
$1,100
Class ID: 2304