# Data Analytics Certificate Online (Self-Paced)

Canonical URL: <https://www.creativelive.com/learning-path/data-analytics-online>

## Overview

Data analytics is the process of transforming raw data into actionable insights used across industries like healthcare, finance, and retail. In this course, you will learn how to analyze and visualize data to solve complex business problems and improve decision-making.

- **Master Data Analytics with Excel and SQL:** Learn to leverage Excel's advanced tools like Pivot Tables, VLOOKUP, and macros while developing essential SQL skills to retrieve, filter, and sort data from databases. Combine these skills to streamline workflows and manage large datasets.
- **Automate and Visualize Data with Python and Tableau:** Use Python to automate repetitive tasks such as web scraping and reporting, and then transform your data into compelling visualizations using Python libraries and Tableau. Build interactive dashboards and deploy your projects to showcase analytical expertise.
- **Build Machine Learning Models:** Use Python to clean, balance, and analyze your data with libraries like Pandas and scikit-learn. Apply machine learning algorithms to solve real-world problems, then evaluate and refine your models to ensure accurate predictions.
- **Gain Expertise in Advanced Analytical Techniques:** Dive deeper into data analysis by learning how to clean and interpret data using advanced statistical tools and Python libraries. Develop problem-solving skills through real-world techniques such as regression analysis, forecasting, and prescriptive analytics.

## What you'll learn

- Learn how to use Excel to manipulate and visualize data
- Gather, clean, analyze, and visualize data with the Python programming language using scientific libraries
- Extract information using SQL to interact with relational databases and perform database operations
- Interpret the results in an accurate and meaningful way using advanced techniques and statistical tools to conduct thorough and insightful analyses
- Use Tableau and Python to visualize data so people can understand it and even interact with it

## Curriculum
1. **Excel for Data Analytics Course Online (Self-Paced)**
2. **Data Analytics Foundations Course Online (Self-Paced)**
3. **Python for Data Science Course Online (Self-Paced)**
4. **SQL Course Online (Self-Paced)**
5. **Python for Automation Course Online (Self-Paced)**
6. **Python Data Visualization & Interactive Dashboards Online (Self-Paced)**
7. **Python Machine Learning Course Online (Self-Paced)**
8. **Tableau Course Online (Self-Paced)**
9. **Data Science Capstone Projects (Self-Paced)**
10. **Python for AI Course Online (Self-Paced)**
11. **AI for Data Analytics (Self-Paced)**
12. **Power BI Bootcamp (Self-Paced)**

## Pricing

**Tuition:** $4995

Payment options: Student financing available; see the current application terms and pay-as-you-go installments.