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Data Analysis And Machine Learning Python Gpt 3 5 and Gpt 4 FreeCourseWeb

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Files:

Get Bonus Downloads Here.url 183 bytes
1 - Install Python and Jupyter Notebook.html 214 bytes
1 - Mac.pdf 1.5 MB
1 - Windows.pdf 929.7 KB
2 - Setting up ChatGPT and GPT 4.mp4 6.9 MB
3 - Download Practice datasets.html 303 bytes
Cleaned_Data.xlsx 74.6 KB
Data+for+cleaning.xlsx 74.4 KB
data+1.xlsx 41.9 KB
data+2.xlsx 45.2 KB
practice_filtering+data.xlsx 11.5 KB
Extra Data.xlsx 10.5 KB
Extra Variable.xlsx 33.0 KB
sales data.xlsx 85.0 KB
_Cleaned_Data.xlsx 868 bytes
_Data+for+cleaning.xlsx 877 bytes
_data+1.xlsx 864 bytes
_data+2.xlsx 864 bytes
_practice_filtering+data.xlsx 937 bytes
_Extra Data.xlsx 344 bytes
_Extra Variable.xlsx 344 bytes
_sales data.xlsx 344 bytes
40 - Linear regression ML model.mp4 127.6 MB
41 - Decision Tree regression ML model.mp4 36.8 MB
42 - Random Forest regression ML model.mp4 59.8 MB
43 - Support Vector regression ML model.mp4 46.8 MB
44 - Logistic Regression ML model.mp4 194.8 MB
45 - Decision Tree classification ML model.mp4 105.9 MB
46 - Random Forest classification ML model.mp4 75.9 MB
47 - K Nearest Neighbours classification ML model.mp4 151.2 MB
48 - KMeans Clustering ML model.mp4 169.8 MB
49 - Getting Started with GPT4 Data Analyst.mp4 6.8 MB
50 - Identify missing values.mp4 14.7 MB
51 - Impute missing values.mp4 25.0 MB
52 - Exploring data types.mp4 12.8 MB
53 - Finding inconsistent values.mp4 10.5 MB
54 - Dropping inconsistent values.mp4 16.8 MB
55 - Dealing with duplicates.mp4 76.8 MB
56 - Sorting dataset.mp4 21.5 MB
57 - Filtering datasets.mp4 20.4 MB
58 - Inner joining method.mp4 28.1 MB
59 - Other joining methods.mp4 22.0 MB
60 - Boxcox transformation.mp4 32.9 MB
61 - Feature binning.mp4 15.3 MB
62 - Feature encoding.mp4 15.5 MB
63 - Creating dummy variables.mp4 15.1 MB
64 - Nominal data analysis.mp4 17.5 MB
65 - Descriptive analysis.mp4 56.8 MB
66 - Group by data analysis.mp4 12.7 MB
67 - Crosstabulation analysis.mp4 75.9 MB
68 - Correlation analysis.mp4 45.4 MB
69 - Oneway ANOVA analysis.mp4 85.8 MB
70 - Pearson correlation analysis.mp4 18.5 MB
71 - Regression analysis.mp4 74.6 MB
72 - Feature scaling and preprocessing.mp4 49.0 MB
73 - Splitting data into train and test sets.mp4 26.8 MB
74 - Build and evaluate ML models.mp4 50.3 MB
4 - Data Analysis and Its Characteristics.mp4 46.7 MB
5 - Complete data analysis workflow.mp4 6.3 MB
6 - Statistical Analysis and Its Characteristics.mp4 19.7 MB
7 - Confidence level significance level and Pvalue.mp4 20.7 MB
8 - Complete hypothesis testing workflow.mp4 19.2 MB
10 - Complete Machine Learning Workflow.mp4 5.9 MB
9 - Machine Learning and Its Characteristics.mp4 6.6 MB
11 - Your First Python Code.mp4 11.3 MB
12 - Variables and naming conventions.mp4 28.8 MB
13 - Data types integers float strings boolean.mp4 29.8 MB
14 - Type conversion and casting.mp4 36.5 MB
15 - Arithmetic operators.mp4 32.3 MB
16 - Comparison operators.mp4 37.0 MB
17 - Logical operators and or not.mp4 39.9 MB
18 - Lists creation indexing slicing modifying.mp4 83.5 MB
19 - Sets unique elements operations.mp4 28.9 MB
20 - Dictionaries keyvalue pairs methods.mp4 45.2 MB
21 - Conditional statements if elif else.mp4 19.9 MB
22 - Logical expressions in conditions.mp4 47.4 MB
23 - Looping structures for loops while loops.mp4 34.0 MB
24 - Defining Creating and Calling functions.mp4 16.4 MB
25 - Loading dataset.mp4 43.5 MB
26 - Handling missing values.mp4 106.7 MB
27 - Deal with inconsistent data.mp4 69.5 MB
28 - Dealing with missidentified data types.mp4 45.2 MB
29 - Dealing with duplicated data.mp4 23.7 MB
30 - Sorting and arranging dataset.mp4 27.1 MB
31 - Filter data based on conditions.mp4 40.9 MB
32 - Merging or adding variables.mp4 47.8 MB
33 - Concatenating extra data.mp4 49.5 MB
34 - Feature engineering.mp4 116.6 MB
35 - Extracting day months year.mp4 42.0 MB
36 - Feature encoding.mp4 38.9 MB
37 - Creating dummy variables.mp4 53.3 MB
38 - Data normalizing.mp4 120.3 MB
39 - Splitting data.mp4 52.2 MB
Bonus Resources.txt 386 bytes

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