Learn the essentials of Business Analytics: Learn Data Visualization, Pre-processing, and More for success
WHAT YOU WILL LEARN
Comprehend fundamental concepts and types of Business Analytics and their applications
Master handling and visualizing various types of data using diverse tools
Acquire skills in data pre-processing, cleaning, and transformation techniques
Develop strategic planning and problem-solving skills using analytics
DESCRIPTION
Discover the realm of Essential Business Analytics: From Data to Insights (2024), a meticulously crafted course offering an introduction to the dynamic field of Business Analytics. Ideal for those with a passion for data, this course empowers individuals to harness its potential for steering strategic decision-making in the business landscape.
Guided by the expertise of Avadhoot Jathar, a seasoned Data Scientist, participants will delve into core concepts and practical applications of Business Analytics.
The course unfolds in three key sections:
Section I: Introduction to Business Analytics
Begin by grasping the definition and significance of Business Analytics in today's data-centric environment. Explore its diverse applications across industries and gain familiarity with the three analytics types - Descriptive, Predictive, and Prescriptive - and their role in informing business strategies.
Section II: Data Types and Data Visualization
Introduce yourself to the various data types encountered in business and delve into diverse data visualization techniques. Discover the importance of presenting data in a clear, actionable manner, and explore a range of tools for effective data visualization.
Section III: Data Pre-processing and Cleaning
Navigate the complexities of messy data with insights into effective data cleaning techniques. Learn how to handle missing data, detect and treat outliers, and explore data transformations, including scaling and normalization, to prepare data for analysis.
Avadhoot Jathar brings real-world applications and use cases from his career as a Data Scientist, infusing the course with practical insights. His teaching methodology focuses on understanding statistics and machine learning algorithms from first principles, ensuring participants build a robust foundation in Business Analytics.
Upon completion, participants will possess a comprehensive understanding of Business Analytics basics and the skills to analyze, visualize, and pre-process data effectively. Armed with strategic planning, problem-solving, and creative thinking skills, they will be ready to leverage analytics in the business domain.
Enroll today and confidently enter the world of Business Analytics!
CONTENT
Introduction to Business Analytics
Exploring the Definition and Significance of Business Analytics
Diverse Applications and Broad Scope of Business Analytics
The Triad of Analytics: Descriptive, Predictive & Prescriptive
Decoding Data: Types and Visualization
Understanding the Diversity of Data and Data Types
Mastering the Art of Data Visualization Techniques
Toolkit for Effective Data Visualization
The Art of Data Pre-processing and Cleaning
Perfecting Data Cleaning Techniques
Tackling the Challenge of Missing Data
Detective Work: Outlier Detection and Treatment
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