Excel and PowerBI Automation Mastery with ChatGPT, Python, and Machine Learning: Practical Training and Practice Exam
01
Skill level
All levels
02
Sections
39
03
Lectures
193
04
Instructor
Team Mammoth
What's inside
This course includes.
✓
39
Sections
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
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Course content
Curriculum & lectures.
+ 01. Introduction 5 lectures
01 01 Course Requirements
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01.02 Understanding Chatgpt
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01.03 The Role Of Ai In Sales And Lead Generation
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01.04. Overview Of How Chatgpt Can Improve Outreach Strategy
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01 Source files
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+ 02. Best practices for using ChatGPT in Sales 8 lectures
02 01 Project Preview
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02.02 How To Make Specific Asks
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02.03 Defining Terms For Chatgpt
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02.04 Understanding And Setting The Right Tone For Your Messages
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02.05 The Limitations Of Ai In Sales And Lead Generation
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02.06 How To Utilize Chatgpt Effectively While Being Aware Of Its Limitations
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02.07 The Importance Of Checking And Editing AI Output
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02 Source files
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+ ChatGPT for Outreach Strategy 6 lectures
03 01 Project Preview
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03.02 Defining Your Audience For Effective Outreach
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03.03 Using Chatgpt To Discover Audience Pain Points And How Your Product Solves Them
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03.04 Identifying Common Objections And Questions With ChatGPT
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03.05 Generating Cold Call Scripts, Elevator Pitches, And Battle Cards For Discovery Calls
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03 Source files
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+ ChatGPT for Lead Generation 4 lectures
04 01 Project Preview
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04.02 Using Chatgpt To Generate Content Ideas For Nurturing Leads Through The Sales Funnel
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04.03 Sales Flow, Linked And Chatgpt
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04 Source files
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+ Improve LinkedIn Sales with ChatGPT 7 lectures
05 01 Project Preview
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05.02 Understanding The Importance Of Linkedin For B2b Sales3
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05.03A How To Use Chatgpt To Enhance Your Linkedin Sales Strategy
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05.03B Chatgpt And Linkedin Usecases
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05.03C Handling Lead Response With Chatgpt
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05.04 Best Practices For Using Chatgpt With Linkedin Message Templates For Higher Conversions-
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05 Source files
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+ Roleplay and Advanced Techniques 7 lectures
06 01 Project Preview
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06.02A Using Roleplay To Anticipate Pain Points And Objections
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06.02B Conversational Role Play
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06.03A Advance Techniques For Utilizing Chatgpt In Sales
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06.03B Advance Tips For Brainstorming And Analyzing Pain Points
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06.03C Secret Prompts For Better Response
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06 Source files
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+ Privacy Considerations 3 lectures
07 01 Privacy Considerations
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07.02 Feedbacks For Continuous Learning
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07 Source fiile
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+ Automate Excel with ChatGPT 8 lectures
01 Course Requirement
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Source File 01
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01 Project Preview
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02B Excel With Chatgpt
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02A Set Up Excel Spreadsheet With GPT Add-In
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03 Write Excel Formulas With Chatgpt
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04 Use Chatgpt Formulas In Excel
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Source File 02
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+ Measure sales performance with KPIs in excel and chatgpt - 01. Introduction 2 lectures
1.1 Course Requirement
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Course Requirements
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+ 02. Measuring Performance with KPIs in Excel 6 lectures
02 01 Project Preview
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02.02. Sales Key Perfomance Indicators (Kpis)
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02.03.Measuring Salesperson Performance Using Kpis
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02.04.Marketing And Financial Kpis
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02.05.Customer-Related Kpis
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02.06 Source files
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+ 03. KPI Case Study in Excel 6 lectures
03 01 Project Preview
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03 02 Case Study Involving Kpis
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03.03. Joining Data Tables In Excel
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03.04.Cleaning Data Using Filters In Excel
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03.05.Determining Lead Conversion Time
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03.06 Source files
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+ Analyzing Sales Data in Excel with ChatGPT 4 lectures
01. Project Preview
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02. Aggregating data by regions, categories, and time dimension
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04.03.Evaluating Salesperson Performance
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+ Visualizing Sales Data in Excel with ChatGPT 9 lectures
01. Project Preview
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02. Creating Charts To Visualize Sales Data
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03. Charting Region-Wise Percentage Contribution
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04. Charting Category-Wise Average Order Value
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05. Analyzing Lead Generation Trends
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06. Analyzing Salesperson Performance
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07. Building A Sales Dashboard
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08. Additional Charts For Sales Modeling
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+ Sales Modeling and Prospecting in Excel with ChatGPT 12 lectures
06 01 Project Preview
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06.02.Building The Whale Model
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06.03.Lead Segmentation Using Decision Trees
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06.04.Excel Preparation For Analysis
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06.05.Case Study On Lead Segmentation
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06.06.Building A Model In Excel
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06.07.Interpreting Results From Tree Nodes
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06.08.Interpreting Results Based On Classification Criteria
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06.09.Drawing Inferences From Model Results
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06.10.Making Predictions Using The Trained Model
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06.11.Advanced Customization Options For Models
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06.12.Source file
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+ Maximizing Customer Value in Excel with ChatGPT 4 lectures
07 01 Project Preview
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07.02.Market Basket Analysis For Cross-Selling Opportunities
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07.03.Predicting Values Using The Trained Model
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07.04.Source file
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+ Sales Forecasting 9 lectures
01. Project Preview
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02. Modeling Trends And Seasonality
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03. Additive And Multiplicative Time Series Models
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04. Linear Regression Model For Sales Forecasting
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05. Preprocessing Data For Regression
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06. Building A Linear Regression Model
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07. Predicting Values Using The Trained Model
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08. Using Xlstat For Forecasting
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+ Customer Lifetime Increase 5 lectures
01. Project Preview
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02. Building a Logistic regression model for churn prediction
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03. Predicting Churn Probability Using The Trained Model
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04. Evaluating Model Accuracy Using A Confusion Matrix
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+ Handle missing data with Python and ChatGPT 6 lectures
01 Algorithms To Handle Missing Data
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02 Generate Excel Data With Missing Data In Python And Chatgpt
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03 Fill In Missing Excel Data With Python Imputation And Chatgpt
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04 Delete Missing Excel Data With Python And Chatgpt
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05 Fill In Missing Data With Knn Imputation
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01 Source
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+ Categorical data manipulation with Python and ChatGPT 4 lectures
01 What Is Data Encoding
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02 Perform Excel Data Encoding With Python And Chatgpt
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03 Choose Data Encoding Technique
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Source
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+ Statistics for data science with Python and ChatGPT 4 lectures
01 What Is Statistics For Data Science
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02 Levels Of Data Measurement
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03 Generate Different Types Of Data With Chatgpt
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Source
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+ How to measure data 7 lectures
01 Measures Of Central Tendency In Data
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02 Measures Of Variability In Data
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03 What Is Skewness In Data Science
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04 Generate Skewed Datasets With Chatgpt
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05 What Are Covariance And Correlation Data Measurements
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06 Measure Covariance And Correlation Of Dataset With Chatgpt
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04 Source
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+ 01 Bernoulli Probability Distribution with Python and ChatGPT 3 lectures
01 What Are Probability Distribution Functions In Data Science_
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02 Calculate Probability Distribution Functions Of A Dataset With Chatgpt
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01 Source
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+ 02 Normal Probability Distribution with Python and ChatGPT 4 lectures
01 What Is Normal Probability Distribution
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02 Calculate Pdf Of Normal Distribution Dataset
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03 What Is The Central Limit Theorem
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02 Source
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+ 03 Binomial Probability Distribution with Python and ChatGPT 3 lectures
01 What Is Binomial Probability Distribution
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02 Calculate Pdf Of Binomial Distribution Dataset
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03 Source
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+ 04 Poisson Probability Distribution with Python and ChatGPT 3 lectures
01 What Is Poisson Probability Distribution
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02 Visualize Poisson Distribution With Chatgpt And Python
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04 source files
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+ 05 Uniform Probability Distribution with Python and ChatGPT 3 lectures
01 What Is Uniform Probability Distribution
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02 Visualize Uniform Distribution With Chatgpt And Python
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05 Source
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+ 06 Bernoulli Probability Distribution with Python and ChatGPT 3 lectures
01 What Is Bernoulli Probability Distribution_1
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02 Visualize Bernoulli Distribution With Chatgpt And Python
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06 Source
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+ 01 Generate Power BI M queries for employee dataset with ChatGPT 5 lectures
01 Generate Employee Dataset With Chatgpt
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02 Copy Data Into Power Bi And Generate A Query
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03 Calculate Employee Tenure With Power Query
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04 Filter Out Terminated Employees With Power Query
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01 Source
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+ 02 Generate queries to analyze employee performance 6 lectures
01 Filter By Performance Rating With Power Query_1
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02 Categorize Performance With Power Query
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03 Compare Employee Performance With Location And Education
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04 Find Top Performing Employees With Power Query
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05 Calculate Performance For Age Groups
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02 Source
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+ 03 Generate DAX queries with ChatGPT for Power BI 3 lectures
01 Generate Simple Dax Queries With Chatgpt For Power Bi
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02 Count Rows By Category With Dax
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03 Source
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+ 04 Build DAX queries to generate tables with ChatGPT 3 lectures
01 Build Dax Queries To Generate Tables With Chatgpt_1
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02 Group Employees With Dax Queries
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04 Source
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+ 05 Build visualizations in Power BI with ChatGPT 2 lectures
01 Build Visualizations In Power BI With Chatgpt
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05 Source files
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+ Anomaly Detection in Credit Card Transactions with Python 5 lectures
Install Python
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00 Project Preview - Python Data Visualization In Power BI With ChatGPT
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01 Generate Credit Card Data With ChatGPT
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02 Detect Anomalies With Z-Score In Python
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01 Source
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+ Visualize data with Python in Power BI 5 lectures
01 Visualize Transaction Amount For Each Merchant
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02 Visualize Trend Of Transaction Amounts Over Time
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03 Show Pie Distribution Of Transaction Amounts By Category
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04 Show Histogram Distribution Of Transaction Amounts
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02 Source
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+ Visualize data across categories with ChatGPT 5 lectures
01 Compare Amounts Across Categories With Box Plot
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02 Show Amount For Each Period By Category
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03 Visualize Transaction Amounts For Each Merchant
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04 Build A Word Cloud For Product Names
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03 Source
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+ Install Python 1 lecture
00 Install Python
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+ Generate machine learning models with ChatGPT 6 lectures
00 Project Preview - Python Machine Learning With Chatgpt
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01 What Kinds Of Machine Learning Can I Do On This Data
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02A Build A Linear Regression Model For Credit Card Dataset
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02B Visualize Linear Regression Training With GIF
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03 Logistic Regression With Confusion Matrix And Scatter Plot
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01 Source
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+ Build tree machine learning models with ChatGPT 4 lectures
Python Machine Learning Preview
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01 Build SVM Scatter Plot With Chatgpt
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02 Build A Random Forest Model With Bar Plot
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+ Build advanced models with ChatGPT and Python 3 lectures
01 Build Decision Tree Model For Credit Card Dataset
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02 Build Gradient Boosting With A Bar Chart
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Instructors
Taught by people who ship.
Team Mammoth
Instructor
Produced by a team of Mammoth Club industry experts. Over 14 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.
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