Generative AI for Data Analysis and Engineering with ChatGPT

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  • The lowest price of Generative AI for Data Analysis and Engineering with ChatGPT was obtained on December 16, 2024 9:00 am.

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Price history for Generative AI for Data Analysis and Engineering with ChatGPT
Latest updates:
  • $54.99 - December 16, 2024
  • $49.99 - November 4, 2024
Since: November 4, 2024
  • Highest Price: $54.99 - December 16, 2024
  • Lowest Price: $49.99 - November 4, 2024
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Last updated on December 16, 2024 9:00 am
Generative AI for Data Analysis and Engineering with ChatGPT
Generative AI for Data Analysis and Engineering with ChatGPT

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Price history for Generative AI for Data Analysis and Engineering with ChatGPT
Latest updates:
  • $54.99 - December 16, 2024
  • $49.99 - November 4, 2024
Since: November 4, 2024
  • Highest Price: $54.99 - December 16, 2024
  • Lowest Price: $49.99 - November 4, 2024

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Generative AI for Data Analysis and Engineering with ChatGPT

★★★★★
$54.99  in stock
Udemy.com
as of December 16, 2024 9:00 am

ChatGPT and AI | Data Analytics and ML Mastering Course with ChatGPT-4o and Next-Gen AI Techniques for Data Analyst

Created by: Oak Academy
Web & Mobile Development, IOS, Android, Ethical Hacking, IT
Created by: OAK Academy Team
instructor
Created by: Ali̇ CAVDAR
DATA SCIENTIST AND IT INSTRUCTOR
Rating:5 (2reviews)     165students enrolled

What Will I Learn?

  • Data analysis is the process of studying or manipulating a dataset to gain some sort of insight
  • Big News: Introducing ChatGPT-4o
  • How to Use ChatGPT-4o?
  • Chronological Development of ChatGPT
  • What Are the Capabilities of ChatGPT-4o?
  • As an App: ChatGPT
  • Voice Communication with ChatGPT-4o
  • Instant Translation in 50+ Languages
  • Interview Preparation with ChatGPT-4o
  • Visual Commentary with ChatGPT-4o
  • ChatGPT for Generative AI Introduction
  • Accessing the Dataset
  • First Task: Field Knowledge
  • Continuing with Field Knowledge
  • Loading the Dataset and Understanding Variables
  • Delving into the Details of Variables
  • Let's Perform the First Analysis
  • Updating Variable Names
  • Examining Missing Values
  • Examining Unique Values
  • Examining Statistics of Variables
  • Exploratory Data Analysis (EDA)
  • Categorical Variables (Analysis with Pie Chart)
  • Importance of Bivariate Analysis in Data Science
  • Numerical Variables vs Target Variable
  • Categoric Variables vs Target Variable
  • Correlation Between Numerical and Categorical Variables and the Target Variable
  • Examining Numeric Variables Among Themselves
  • Numerical Variables - Categorical Variables
  • Numerical Variables - Categorical Variables with Swarm Plot
  • Relationships between variables (Analysis with Heatmap)
  • Preparation for Modeling
  • Dropping Columns with Low Correlation
  • Struggling Outliers
  • Visualizing Outliers
  • Dealing with Outliers
  • Determining Distributions
  • Determining Distributions of Numeric Variables
  • Applying One Hot Encoding Method to Categorical Variables
  • Feature Scaling with the RobustScaler Method for Machine Learning Algorithms
  • Feature Scaling with the RobustScaler Method for Machine Learning Algorithms
  • Logistic Regression Algorithm
  • Cross Validation
  • ROC Curve and Area Under Curve (AUC)
  • ROC Curve and Area Under Curve (AUC)
  • Hyperparameter Tuning for Logistic Regression Model
  • Decision Tree Algorithm
  • Support Vector Machine Algorithm
  • Random Forest Algorithm
  • Generative AI is artificial intelligence (AI) that can create original content in response to a user's prompt or request

Requirements

  • A working computer (Windows, Mac, or Linux)
  • Motivation to learn the the second largest number of job postings relative AI among all others
  • Desire to learn Generative AI & ChatGPT
  • Curiosity for Artificial Intelligence and Data Science
  • Basic python knowledge
  • Nothing else! It’s just you, your computer and your ambition to get started today

Target audience

  • Anyone who wants to start learning AI & ChatGPT
  • Anyone who needs a complete guide on how to start and continue their career with AI & Prompt Engineering
  • And also, who want to learn how to develop Prompt Engineering
  • Data Analyst who want to apply generative AI tools to automate repetitive tasks, streamline data workflows, and generate insights.
  • Data Engineer who wants to optimize data pipelines and automate data-related tasks.
  • AI and Machine Learning Enthusiasts who want to deepen their understanding of how generative AI models, like ChatGPT, can be applied to real-world data tasks.
  • Business Analysts who wants to understand how generative AI can assist in generating business insights from raw data
  • Students or Beginners in Data Science who want to get familiar with cutting-edge AI tools and apply them to basic data analysis, engineering, or project automation.

Generative AI for Data Analysis and Engineering with ChatGPT Videos

Price History

Price history for Generative AI for Data Analysis and Engineering with ChatGPT
Latest updates:
  • $54.99 - December 16, 2024
  • $49.99 - November 4, 2024
Since: November 4, 2024
  • Highest Price: $54.99 - December 16, 2024
  • Lowest Price: $49.99 - November 4, 2024

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