Fundamentals of data analytics: Learn essential skills, embrace the future, and catapult your career in the data-driven world - A comprehensive guide to data literacy for beginners
- New Delhi, JWS Publishing: 2023.
- 166p., ref., 23 cm X 15 cm
[11:16 PM, 8/31/2024] Piyush Makwana: 1. DATA ANALYTICS IN A DATA-DRIVEN WORLD
What Is Data Analytics?
Types of Data Analytics
The Data Analytics Process
2. UNDERSTANDING THE COMPONENTS OF A DATA PROBLEM
Dealing With Raw Data and Datasets
Data Management Techniques for Data Collection
and Storage
The cat roof is grey on the
The grey cat is on the roof.
What Is a Dataset?
Breaking Down the Components of a Data Problem
Input Transformation → Analysis → Output Case Study: What Is the Problem/Question?
3. DATA MANAGEMENT TECHNIQUES FOR DATA COLLECTION AND STORAGE
Data Management
Where Can Data Be Sourced and Collected?
Types of Data Sources
Data Collection Tools and Software
Storing Huge Amounts of Data Finding the Correct Source
4. REMOVING DUPLICATES, ERRORS AND
INCOMPLETE DATA
Data Cleaning: Scrubbing Datasets to Achieve Good Data Quality
Data-Cleaning Tools and Techniques for Removing Errors
Tools for Data Cleaning
Using Blockchain to Clean Up Messy Data [11:18 PM, 8/31/2024] Piyush Makwana: 5. DATA ANALYSIS TOOLS, TECHNIQUES, AND BEST PRACTICES
The Data Professional's Toolkit: Critical Data Analysis Techniques You Need to Know Tools and Software for Efficient Data Analysis Data Analysis Pro Tips: Best Practices for Data Professionals
6. MACHINE LEARNING MODELS AND ALGORITHMS
ML Analytics in Today's World
ML Models and Algorithms
Key Considerations in Building ML Models
7. REAL-TIME BUSINESS INTELLIGENCE ANALYTICS
The Data-Driven Culture in Business
How BI Works BI Analytics Techniques, Tools, and Methodologies
8. DEVELOPING A CRITICAL THINKING AND PROBLEM-SOLVING MINDSET Developing a Mindset for Problem-Solving Problem-Solving Skills Every Data Professional Needs Case Studies: What It Takes to Be a Great Problem-Solver [11:18 PM, 8/31/2024] Piyush Makwana: 9. DATA STORYTELLING AND VISUALIZATION
The Power of Data Storytelling Types of Data Visualizations Tools for Creating Interactive and Dynamic Visuals Data Visualization and Storytelling Tips and Best Practices
10. PREPARING FOR THE NEXT REVOLUTION IN DATA ANALYTICS
Career Opportunities in Data Analytics The Convergence of Two Worlds: How Digitalization Is Impacting the Data-Driven World The Four Emerging Pillars of the Digital World