From Basics To Advanced: Data Analysis Using Chatgpt

Unlock the Power of Generative AI: Simplify, Analyze, and Visualize Data Like Never Before

What you'll learn

Master the Basics of Generative AI: Understand how ChatGPT automate Data Analysis tasks

Learn to analyze and visualize datasets using AI to uncover trends, detect anomalies, and summarize data effectively

Gain the skills to use ChatGPT for forecasting trends, identifying correlations, and optimizing decision-making processes.

Design compelling charts, dashboards, and infographics with AI tools to effectively communicate your findings.

Save time by using ChatGPT to handle repetitive tasks like data cleaning, feature engineering, and report generation.

Explore practical applications of ChatGPT in industries like marketing, finance, and healthcare to solve real business challenges.

Requirements

This course is beginner-friendly and does not require any prior knowledge of data analysis or AI.

A general familiarity with using a computer and navigating online tools is helpful but not mandatory.

While not required, having access to ChatGPT or similar generative AI platforms will enhance your hands-on learning experience.

The only real prerequisite is a curiosity about how AI can transform data analysis and a willingness to experiment with new tools and techniques.

Description

Unlock the potential of Generative AI to transform how you approach data analysis and decision-making. This course equips you with the skills to use tools like ChatGPT and other AI platforms to simplify complex data tasks, generate insights, and create impactful visualizations. Designed for learners of all levels, this course offers practical techniques to integrate AI into your workflows effectively.Learn how to automate data cleaning, uncover trends, and predict outcomes using AI-powered tools. You’ll also explore ways to create interactive dashboards and visualizations that communicate your findings clearly. The course emphasizes real-world applications, including how AI can optimize business strategies and improve processes.You’ll discover how to leverage generative AI to not only analyze data but also to generate actionable insights that can drive smarter decisions. From automating repetitive tasks to visualizing complex datasets, this course will help you streamline workflows and enhance productivity.Throughout the course, you’ll work with cutting-edge tools and techniques, learning to adapt AI-driven methods to various industries and use cases. You’ll also gain insight into best practices for handling data, creating predictive models, and designing interactive dashboards that effectively communicate your findings.The focus isn’t just on theory—hands-on projects will enable you to apply what you’ve learned to real-world scenarios. Whether it’s forecasting trends, generating natural language reports, or solving business problems, this course prepares you to take on modern data challenges with confidence.By the end of this course, you’ll have a solid understanding of generative AI’s role in data analysis and the skills to implement it effectively in your personal or professional projects. Take the next step in your data journey and unlock the full potential of AI-driven analysis.

Overview

Section 1: Introduction to Generative Ai in Data Analysis

Lecture 1 Introduction to Generative Ai in Data Analysis

Lecture 2 Exploring Generative Ai Capabilities

Lecture 3 Practical Applications of Generative AI in Data Analysis

Lecture 4 Evolution of Data Analysis with Generative Ai

Section 2: Types of Data Analysis

Lecture 5 Descriptive Data Analysis

Lecture 6 Diagnostic Analysis

Lecture 7 Predictive Analysis

Lecture 8 Prescriptive Analysis

Lecture 9 Understanding Data Analysis Techniques

Lecture 10 Strengths and Limitations of Data Analysis

Lecture 11 Effective Data Analysis Strategies.

Section 3: Types of Data Visualization.

Lecture 12 Data Visualization Essentials

Lecture 13 Understanding Bar Charts for Data Analysis

Lecture 14 Understanding Line Graphs

Lecture 15 Understanding Scatter Plots

Lecture 16 Understanding Pie Charts

Lecture 17 Understanding the Power of Dashboards

Lecture 18 Insights and Decision making with Data Visualization

Section 4: Tools and Platforms for Generative AI in Data Analysis

Lecture 19 Introduction to Generative AI

Lecture 20 Introduction to Supervised Learning Platforms

Lecture 21 Understanding Unsupervised Learning Techniques

Lecture 22 NLP Platforms Overview

Lecture 23 Exploring Computer Vision Platforms

Lecture 24 Exploring Automations and Workflow Platforms

Lecture 25 Deployment and Monitoring Platforms Overview

Section 5: Exploratory Data Analysis with Gen AI (ChatGPT)

Lecture 26 EDA with Gen AI

Lecture 27 Understanding Basic Data Analysis with ChatGPT

Lecture 28 Exploring Power of ChatGPT in EDA

Lecture 29 Exploring Amazon Dataset Insights using ChatGPT

Lecture 30 Data Analysis Techniques using ChatGPT

Lecture 31 Understanding Correlation Analysis and Outliner Detection

Lecture 32 Understanding Limitations of ChatGPT

Lecture 33 Mission and NextSteps on Data Analysis using ChatGPT

Section 6: Natural Language Insights from Data Using ChatGPT

Lecture 34 Leveraging ChatGPT for NLP

Lecture 35 Data Analysis on Starbucks Reviews Data

Section 7: Predictive Analysis with ChatGPT: A New Frontier in Insights

Lecture 36 Predictive Analysis Using ChatGPT

Lecture 37 Understanding Predictive Modelling and Customer Insights

Lecture 38 Financial Data Analysis using ChatGPT: Stock Price Prediction

Lecture 39 Healthcare Data Analysis Lung Cancer Prediction using ChatGPT

Section 8: Conclusion

Lecture 40 Conclusion

If you’re new to data analysis and curious about how AI can simplify complex tasks, this course is the perfect starting point.,If you’re interested in learning about AI and its applications in data analysis, this course will provide a solid foundation and practical skills.,Learn how to leverage ChatGPT to deliver faster, smarter solutions for your clients.