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Data Literacy: How To Unlock Insights From Data - mitsumi - 15.11.2024
Data Literacy: How To Unlock Insights From Data
![[Bild: 1aa9e013884aa8966f4f335b9a2fd084.jpeg]](https://i124.fastpic.org/big/2024/1115/84/1aa9e013884aa8966f4f335b9a2fd084.jpeg)
Published 11/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 331.22 MB | Duration: 1h 21m
Master essential data skills to make informed decisions in any field
What you'll learn
Understand core data analytics concepts, including descriptive, diagnostic, predictive, and prescriptive analytics, to interpret and analyze data effectively.
Develop practical skills in using essential tools like Excel and Python, enabling data manipulation, visualization, and basic predictive modeling.
Learn to create clear, impactful data visualizations, identify trends, and extract insights to support data-driven decision-making in real-world business contex
Apply end-to-end data analysis techniques in a capstone project, from data cleaning and exploration to generating insights and making data-based recommendations
Requirements
No prior experience in data analytics or technical skills is required. This course is designed to be accessible for complete beginners. All you need is a computer with internet access and a willingness to learn. We'll guide you step-by-step through all the tools and concepts, ensuring you build confidence as you progress.
Description
Imagine a world where you can look at raw data and instantly see the story it tells. A world where every number, every trend, every insight is a tool you can use to make better decisions and unlock new possibilities.This is "Data literacy: how to unlock insights from data" More than just a course, it's a gateway to a new way of thinking.In today's world, data is everywhere. It shapes the products we use, the experiences we have, and the future we create. But data alone isn't enough. To truly make an impact, you need to understand it, decode it, and transform it into actionable insights.In this course, you won't just learn data analytics-you'll learn to think like a data-driven professional. Step by step, we'll guide you through the essential skills that turn raw numbers into powerful insights, helping you see opportunities and make smarter decisions in any field.What You'll Learn:Master the Fundamentals: Understand core concepts like descriptive, diagnostic, predictive, and prescriptive analytics. You'll see data from every angle and learn to ask the right questions.Use the Right Tools with Confidence: you'll gain hands-on experience with tools that make data analysis accessible, regardless of your technical background.Transform Information into Insight: Learn how to interpret data, spot trends, and connect the dots that others might miss.Apply it to Real Life: With practical projects and real-world case studies, you'll see how data literacy solves problems and drives success in business and beyond.Why Take This Course?Because data isn't just a skill-it's a superpower. Imagine being able to turn numbers into insights, to see what others can't, to drive change with facts and foresight. That's what data literacy can do for you.Whether you're starting a new career, aiming for a promotion, or simply wanting to keep up with a data-driven world, this course will give you the tools and the mindset to thrive. With "Data literacy: how to unlock insights from data," you're not just learning data-you're unlocking a new way of thinking, one that will stay with you for life.Enroll today. Start seeing the world through a new lens-one insight at a time.Course ObjectivesBy the end of this course, learners will be able to:Understand and Apply Core Data Analytics Concepts: Develop a foundational understanding of data analytics, including descriptive, diagnostic, predictive, and prescriptive analytics, to see data from multiple perspectives.Use Popular Analytics Tools Confidently: Gain practical experience with essential tools like Excel and Python, making analytics accessible regardless of technical background.Transform Data into Actionable Insights: Learn to interpret data visualizations, identify trends, and recognize insights that drive impactful decision-making in real-world business contexts.Apply Analytics to Solve Real-World Business Challenges: Through case studies and hands-on projects, practice using analytics to address practical business problems, from optimizing operations to forecasting trends.Adopt a Data-Driven Mindset for Continuous Learning: Build a data-driven mindset to approach challenges strategically, use data effectively in any context, and adapt to new tools and techniques over time.Why You Should Learn This CoursePractical, Real-World Application:This course is designed for people who want to apply data analytics in everyday scenarios, not just learn isolated skills. Each module provides hands-on experience, ensuring learners can translate concepts into actions that have real impact on business outcomes.Structured for Non-Technical Learners:Unlike many technical courses, this course takes a structured, guided approach that builds from basic concepts to advanced techniques. It's ideal for those with no technical background who want a step-by-step journey, providing confidence and competence at every stage.Comprehensive Skillset for Modern Careers
ata analytics is an essential skill across nearly every industry. By covering a complete framework-from foundational analytics to advanced machine learning basics-this course equips learners with a well-rounded skillset that prepares them for various roles in today's data-driven economy.End-to-End Analytics Understanding:Instead of focusing solely on tools, this course emphasizes the entire analytics process, from understanding business problems and framing questions to interpreting insights and making data-driven decisions. This approach empowers learners to see the bigger picture and make smarter choices.Enhanced Decision-Making Abilities:By the end of the course, learners won't just know how to analyze data; they'll know how to interpret insights and make decisions that drive positive results. This skill is invaluable for those aiming to advance in their careers, whether in management, marketing, operations, or beyond.Future-Proof Skills with Advanced Techniques:As data continues to transform industries, professionals with analytics skills are in high demand. The course covers Big Data, AI, and machine learning basics, enabling learners to stay ahead of trends and build a foundation for continuous growth in data analytics.Enroll today. Start seeing the world through a new lens-one insight at a time.Overview
Section 1: Introduction to data literacy and its importance
Lecture 1 What is data literacy and why does it matter?
Lecture 2 Data analytics process - from descriptive to prescriptive
Section 2: Understanding data and datasets
Lecture 3 What is data and datasets?
Section 3: Data Cleaning and Preparation
Lecture 4 The Importance of data cleaning
Lecture 5 Step-by-step guide for data cleaning practice
Section 4: Exploratory Data Analysis (EDA)
Lecture 6 Exploratory Data Analysis (EDA) Lecture
Lecture 7 Step-by-step guide: Exploratory Data Analysis (EDA) Practice
Section 5: Descriptive Analytics - Understanding Historical Data
Lecture 8 Descriptive Analytics
Lecture 9 Step-by-step guide: Descriptive Analytics Practice
Section 6: Diagnostic Analytics - Understanding Why Trends Occur
Lecture 10 Diagnostic Analytics
Lecture 11 Step-by-step guide: Diagnostic Analytics Practice
Section 7: Predictive Analytics - Forecasting Future Trends
Lecture 12 Predictive Analytic
Lecture 13 Step-by-step guide: Building a Predictive Model in Excel
Lecture 14 Step-by-step Guide: Building a Predictive Model in Google Colab
Section 8: Prescriptive Analytics - Recommending Optimal Actions
Lecture 15 Prescriptive Analytics
Lecture 16 Step-by-step Guide: Building an Optimization Model in Excel with Solver
Section 9: Data Visualization for Effective Communication
Lecture 17 Data Visualization
Lecture 18 Step-by-step guide: Creating an Impactful Visualization in Excel
Section 10: Capstone project
Lecture 19 Put it all together
Lecture 20 Step-by-step guide: Completing a Data Analytics Project
This course is ideal for beginners, business professionals, and managers who want to make data-driven decisions but have limited or no experience with data analytics. It's perfect for anyone looking to enhance their data literacy skills and gain practical, actionable insights for real-world business applications. Whether you're in marketing, finance, HR, or any field that interacts with data, this course will equip you with the essential skills to analyze and interpret data effectively.
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