FreeCourseWeb com Data Analysis And Machine Learning Python Gpt and Gpt

FreeCourseWeb com Data Analysis And Machine Learning Python Gpt and Gpt

Name	[ FreeCourseWeb.com ] Data Analysis And Machine Learning - Python + Gpt 3.5 and Gpt 4	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.5 GB
Total Files	94
Last Seen	2025-06-05 00:05
Hash	3E8C982AE6AF09224D2BE5DDA2B06CD25739352D

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Get Bonus Downloads Here.url	0.2 KB
/.../1 - Setting Up Your Analysis Environment/
1 - Install Python and Jupyter Notebook.html	0.2 KB
1 - Mac.pdf	1.6 MB
1 - Windows.pdf	952.1 KB
2 - Setting up ChatGPT and GPT 4.mp4	7.2 MB
3 - Download Practice datasets.html	0.3 KB
/.../Practice datasets for GPT 4/
Cleaned_Data.xlsx	76.4 KB
Data+for+cleaning.xlsx	76.2 KB
data+1.xlsx	42.9 KB
data+2.xlsx	46.3 KB
practice_filtering+data.xlsx	11.7 KB
/.../1 - Setting Up Your Analysis Environment/Practice datasets/
Extra Data.xlsx	10.7 KB
Extra Variable.xlsx	33.7 KB
sales data.xlsx	87.0 KB
/.../Practice datasets for GPT 4/
_Cleaned_Data.xlsx	0.9 KB
_Data+for+cleaning.xlsx	0.9 KB
_data+1.xlsx	0.9 KB
_data+2.xlsx	0.9 KB
_practice_filtering+data.xlsx	0.9 KB
/.../1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets/
_Extra Data.xlsx	0.3 KB
_Extra Variable.xlsx	0.3 KB
_sales data.xlsx	0.3 KB
/.../10 - Python GPT 35 Learn Regressor Machine Learning/
40 - Linear regression ML model.mp4	133.8 MB
41 - Decision Tree regression ML model.mp4	38.6 MB
42 - Random Forest regression ML model.mp4	62.7 MB
43 - Support Vector regression ML model.mp4	49.0 MB
/.../11 - Python GPT 35 Learn Classification Machine Learning/
44 - Logistic Regression ML model.mp4	204.2 MB
45 - Decision Tree classification ML model.mp4	111.1 MB
46 - Random Forest classification ML model.mp4	79.6 MB
47 - K Nearest Neighbours classification ML model.mp4	158.5 MB
/.../12 - Python GPT 35 Learn Clustering Machine Learning/
48 - KMeans Clustering ML model.mp4	178.0 MB
/.../13 - Python GPT 4 Rapid Data Cleaning/
49 - Getting Started with GPT4 Data Analyst.mp4	7.1 MB
50 - Identify missing values.mp4	15.4 MB
51 - Impute missing values.mp4	26.2 MB
52 - Exploring data types.mp4	13.4 MB
53 - Finding inconsistent values.mp4	11.0 MB
54 - Dropping inconsistent values.mp4	17.6 MB
55 - Dealing with duplicates.mp4	80.5 MB
/.../14 - Python GPT 4 Instant Data Manipulation/
56 - Sorting dataset.mp4	22.5 MB
57 - Filtering datasets.mp4	21.4 MB
58 - Inner joining method.mp4	29.4 MB
59 - Other joining methods.mp4	23.1 MB
60 - Boxcox transformation.mp4	34.5 MB
61 - Feature binning.mp4	16.0 MB
62 - Feature encoding.mp4	16.3 MB
63 - Creating dummy variables.mp4	15.8 MB
/.../15 - Python GPT 4 Fasttrack Data Analysis/
64 - Nominal data analysis.mp4	18.3 MB
65 - Descriptive analysis.mp4	59.5 MB
66 - Group by data analysis.mp4	13.3 MB
67 - Crosstabulation analysis.mp4	79.6 MB
68 - Correlation analysis.mp4	47.6 MB
/.../16 - Python GPT 4 Quick Hypothesis Testing/
69 - Oneway ANOVA analysis.mp4	89.9 MB
70 - Pearson correlation analysis.mp4	19.4 MB
71 - Regression analysis.mp4	78.2 MB
/.../17 - Python GPT 4 Build Machine Learning Models/
72 - Feature scaling and preprocessing.mp4	51.4 MB
73 - Splitting data into train and test sets.mp4	28.2 MB
74 - Build and evaluate ML models.mp4	52.7 MB
/.../2 - Data Analysis and Its Workflow/
4 - Data Analysis and Its Characteristics.mp4	49.0 MB
5 - Complete data analysis workflow.mp4	6.6 MB
/.../3 - Statistical Analysis and Its Workflow/
6 - Statistical Analysis and Its Characteristics.mp4	20.7 MB
7 - Confidence level significance level and Pvalue.mp4	21.7 MB
8 - Complete hypothesis testing workflow.mp4	20.1 MB
/.../4 - Machine Learning and Its Workflow/
10 - Complete Machine Learning Workflow.mp4	6.2 MB
9 - Machine Learning and Its Characteristics.mp4	7.0 MB
/.../5 - Python Programming Basics Level 1/
11 - Your First Python Code.mp4	11.8 MB
12 - Variables and naming conventions.mp4	30.2 MB
13 - Data types integers float strings boolean.mp4	31.2 MB
14 - Type conversion and casting.mp4	38.2 MB
15 - Arithmetic operators.mp4	33.8 MB
16 - Comparison operators.mp4	38.8 MB
17 - Logical operators and or not.mp4	41.8 MB
/.../6 - Python Programming Basics Level 2/
18 - Lists creation indexing slicing modifying.mp4	87.6 MB
19 - Sets unique elements operations.mp4	30.3 MB
20 - Dictionaries keyvalue pairs methods.mp4	47.4 MB
21 - Conditional statements if elif else.mp4	20.9 MB
22 - Logical expressions in conditions.mp4	49.7 MB
23 - Looping structures for loops while loops.mp4	35.6 MB
24 - Defining Creating and Calling functions.mp4	17.2 MB
/.../7 - Python GPT 35 Learn Data Cleaning/
25 - Loading dataset.mp4	45.7 MB
26 - Handling missing values.mp4	111.9 MB
27 - Deal with inconsistent data.mp4	72.9 MB
28 - Dealing with missidentified data types.mp4	47.4 MB
29 - Dealing with duplicated data.mp4	24.9 MB
/.../8 - Python GPT 35 Learn Data Manipulation/
30 - Sorting and arranging dataset.mp4	28.4 MB
31 - Filter data based on conditions.mp4	42.9 MB
32 - Merging or adding variables.mp4	50.2 MB
33 - Concatenating extra data.mp4	51.9 MB
/.../9 - Python GPT 35 Learn Data Preprocessing/
34 - Feature engineering.mp4	122.3 MB
35 - Extracting day months year.mp4	44.0 MB
36 - Feature encoding.mp4	40.7 MB
37 - Creating dummy variables.mp4	55.9 MB
38 - Data normalizing.mp4	126.1 MB
39 - Splitting data.mp4	54.8 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 94