Prompt Engineering for Data Analysis Python, Pandas, ChatGPT

Files Included :

1 Introduction.mp4 (42.33 MB)
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2 Quick Preview on the Power of ChatGPT for Data Analysis.mp4 (85.88 MB)
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2 1 Resources for Intro Section.zip (611.27 KB)
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3 Resources provided in this course.mp4 (29.21 MB)
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4 Course Outline.mp4 (76.26 MB)
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5 1 Datasets.zip (8.09 MB)
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5 2 Jupyter Notebooks.zip (574.81 KB)
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1 Intro to DataFrame section.mp4 (26.21 MB)
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10 Filter by one and more than one columns.mp4 (44.3 MB)
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2 Importing a dataframe from CSV.mp4 (95.54 MB)
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2 1 Prompts DataFrames.zip (262.33 KB)
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3 Working with missing (NaN) values.mp4 (98.43 MB)
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4 Extracting numbers from a string column.mp4 (56.87 MB)
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5 Filter & Sort Columns.mp4 (40.83 MB)
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6 Identify and remove duplicate rows.mp4 (31.22 MB)
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7 Filtering data frame by specific columns values.mp4 (31.27 MB)
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8 Filtering by multiple column conditions.mp4 (43.68 MB)
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9 Filter text columns by parsing strings.mp4 (25.51 MB)
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1 Intro to GroupBy.mp4 (70.57 MB)
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1 1 Prompts GroupBy.zip (252.41 KB)
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2 Using GroupBy for exploratory analysis and data insights.mp4 (52.9 MB)
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3 GroupBy by multiple columns & Aggregate method.mp4 (49.22 MB)
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1 Intro to the Dataset used in this section.mp4 (31.1 MB)
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1 1 Prompts Combining Multiple Dataframes.zip (261.39 KB)
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2 Combine DataFrames with Concat & Append.mp4 (39.66 MB)
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3 Merging Dataset based on one KEY column.mp4 (72.38 MB)
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4 Merging based on multiple columns.mp4 (36.66 MB)
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5 How parameter for merging multiple dataframes.mp4 (63.29 MB)
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6 Combining dataframes using Left Join.mp4 (34.86 MB)
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7 Merging dataset with Left & Right Join by using different key parameters.mp4 (43.1 MB)
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1 Introduction to Visualisation Section.mp4 (15.55 MB)
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1 1 Prompts Visualisations.zip (263 KB)
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10 Create a Pie Chart.mp4 (10.62 MB)
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2 Extract Apple Stock Price data using Yahoo Finance Library.mp4 (68.31 MB)
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3 Plotting with Matplotlib library.mp4 (22.41 MB)
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4 Understanding visualisations features available.mp4 (34.92 MB)
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5 Visualisation features continued.mp4 (30.12 MB)
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6 Applying visualisations features on AAPL stock price.mp4 (57.41 MB)
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7 Plotting percent change in prices.mp4 (47.23 MB)
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8 Plotting a Histogram.mp4 (45.39 MB)
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9 Modifying the visual aesthetics of the histogram.mp4 (98.51 MB)
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1 Intro to Importing and Exporting data.mp4 (27.53 MB)
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1 1 Prompt Import Export datasets.zip (255.58 KB)
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2 Importing data from a url.mp4 (17.96 MB)
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3 Exporting data to excel.mp4 (20.76 MB)
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4 Exporting data as csv & txt files.mp4 (13.23 MB)
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5 Importing multiple files as data frames from a folder path location.mp4 (60.29 MB)
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6 Importing multiple files continued.mp4 (28.12 MB)
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1 E-commerce Transactions.mp4 (301.26 MB)
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1 1 gpt.zip (1.24 MB)
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1 2 Notebook.zip (663.4 KB)
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1 Exploring and cleaning data set data set.mp4 (130.36 MB)
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2 Plotting time series of salaries for various job titles.mp4 (239.6 MB)
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1 Correlation heatmap on movies data set.mp4 (240.82 MB)
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1 Stock price analysis using yahoo finance.mp4 (234.48 MB)
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1 Congrats.mp4 (12.73 MB)
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1 GPT 4 Intro.mp4 (12.45 MB)
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2 Basic prompts to start with.mp4 (90.9 MB)
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3 Drafting a Prompt.mp4 (75.78 MB)
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4 Drafting a prompt continued.mp4 (75.56 MB)
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5 The art of follow up prompts.mp4 (28.85 MB)
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1 Intro to Prompt Engineering.mp4 (15.07 MB)
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2 The Process of Drafting and Refining Prompts.mp4 (64.07 MB)
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3 Types of Prompting.mp4 (42.2 MB)
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4 Priming Prompt.mp4 (51.77 MB)
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5 Task Decomposition.mp4 (85.25 MB)
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1 Download Anaconda.mp4 (29.16 MB)
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1 1 Prompts.zip (260.17 KB)
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2 Install Anaconda on Mac.mp4 (42.41 MB)
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3 Open Conda from Terminal and Create Environment.mp4 (119.52 MB)
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4 Environments & Libraries.mp4 (94.39 MB)
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5 Open Jupyter Notebook.mp4 (29.63 MB)
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6 Closing Jupyter and Terminal.mp4 (51.27 MB)
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1 1 Prompts AnacondaOnWindows.zip (258.71 KB)
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1 Open and save new python scripts.mp4 (62.66 MB)
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1 1 Prompts Jupyter Notebook.zip (264.31 KB)
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2 Keyboard Shortcuts in Jupyter.mp4 (27.93 MB)
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3 Header in Jupyter.mp4 (34.75 MB)
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4 Cell Types & Modes in JupyterNotebook.mp4 (37.66 MB)
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5 Outputs from Jupyter Cells.mp4 (16.99 MB)
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6 Importing Libraries.mp4 (63.76 MB)
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1 A quick way to start coding without installing any software.mp4 (27.83 MB)
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1 Working with comments.mp4 (25.32 MB)
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1 1 Prompts Python Crash Course.zip (280.19 KB)
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10 In & Not In functions.mp4 (44.69 MB)
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11 Working with Lists Data Type.mp4 (79.92 MB)
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12 Index and Slicing.mp4 (95.45 MB)
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13 Data Type Dictionary and IF function.mp4 (108.93 MB)
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14 For Loop.mp4 (58.78 MB)
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2 Data Types in Python.mp4 (70.98 MB)
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3 Operators.mp4 (38.94 MB)
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4 Working with variables.mp4 (56.38 MB)
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5 updating variable values multiple times.mp4 (24.98 MB)
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6 Built-in functions in Python.mp4 (47.55 MB)
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7 Custom Functions.mp4 (86.9 MB)
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8 String Methods.mp4 (66.43 MB)
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9 Modifying existing variables with string methods.mp4 (25.21 MB)
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1 Intro to Series Section.mp4 (14.58 MB)
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1 1 Prompts Series.zip (531.3 KB)
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10 Series Attributes.mp4 (29.16 MB)
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11 Working with Missing Values NaN.mp4 (50.79 MB)
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2 What are Series.mp4 (74.56 MB)
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3 Converting different data types into Series.mp4 (65.31 MB)
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4 Series Methods.mp4 (57.23 MB)
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5 Understanding the PD Series Function with GPT.mp4 (70.9 MB)
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6 Importing a column as a Series from CSV.mp4 (86.08 MB)
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7 Apply basic functions on series data set.mp4 (82.94 MB)
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8 Filter, Overwrite specific data in the series and Get method on Get Method.mp4 (41.93 MB)
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9 Custom Functions and apply() on a Series.mp4 (72.61 MB)
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