[ FreeCourseWeb.com ] Data Analysis And Machine Learning - Python + Gpt 3.5 and Gpt 4

File Name

Size

Get Bonus Downloads Here.url

183 B

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/1 - Install Python and Jupyter Notebook.html

214 B

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/1 - Mac.pdf

1.5 MB

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/1 - Windows.pdf

930 kB

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/2 - Setting up ChatGPT and GPT 4.mp4

6.9 MB

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/3 - Download Practice datasets.html

303 B

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/Cleaned_Data.xlsx

75 kB

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/Data+for+cleaning.xlsx

74 kB

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/data+1.xlsx

42 kB

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/data+2.xlsx

45 kB

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/practice_filtering+data.xlsx

12 kB

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets/Extra Data.xlsx

10 kB

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets/Extra Variable.xlsx

33 kB

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets/sales data.xlsx

85 kB

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_Cleaned_Data.xlsx

868 B

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_Data+for+cleaning.xlsx

877 B

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_data+1.xlsx

864 B

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_data+2.xlsx

864 B

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_practice_filtering+data.xlsx

937 B

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets/_Extra Data.xlsx

344 B

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets/_Extra Variable.xlsx

344 B

~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets/_sales data.xlsx

344 B

~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/40 - Linear regression ML model.mp4

128 MB

~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/41 - Decision Tree regression ML model.mp4

37 MB

~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/42 - Random Forest regression ML model.mp4

60 MB

~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/43 - Support Vector regression ML model.mp4

47 MB

~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/44 - Logistic Regression ML model.mp4

195 MB

~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/45 - Decision Tree classification ML model.mp4

106 MB

~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/46 - Random Forest classification ML model.mp4

76 MB

~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/47 - K Nearest Neighbours classification ML model.mp4

151 MB

~Get Your Files Here !/12 - Python GPT 35 Learn Clustering Machine Learning/48 - KMeans Clustering ML model.mp4

170 MB

~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/49 - Getting Started with GPT4 Data Analyst.mp4

6.8 MB

~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/50 - Identify missing values.mp4

15 MB

~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/51 - Impute missing values.mp4

25 MB

~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/52 - Exploring data types.mp4

13 MB

~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/53 - Finding inconsistent values.mp4

10 MB

~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/54 - Dropping inconsistent values.mp4

17 MB

~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/55 - Dealing with duplicates.mp4

77 MB

~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/56 - Sorting dataset.mp4

22 MB

~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/57 - Filtering datasets.mp4

20 MB

~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/58 - Inner joining method.mp4

28 MB

~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/59 - Other joining methods.mp4

22 MB

~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/60 - Boxcox transformation.mp4

33 MB

~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/61 - Feature binning.mp4

15 MB

~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/62 - Feature encoding.mp4

16 MB

~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/63 - Creating dummy variables.mp4

15 MB

~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/64 - Nominal data analysis.mp4

18 MB

~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/65 - Descriptive analysis.mp4

57 MB

~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/66 - Group by data analysis.mp4

13 MB

~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/67 - Crosstabulation analysis.mp4

76 MB

~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/68 - Correlation analysis.mp4

45 MB

~Get Your Files Here !/16 - Python GPT 4 Quick Hypothesis Testing/69 - Oneway ANOVA analysis.mp4

86 MB

~Get Your Files Here !/16 - Python GPT 4 Quick Hypothesis Testing/70 - Pearson correlation analysis.mp4

18 MB

~Get Your Files Here !/16 - Python GPT 4 Quick Hypothesis Testing/71 - Regression analysis.mp4

75 MB

~Get Your Files Here !/17 - Python GPT 4 Build Machine Learning Models/72 - Feature scaling and preprocessing.mp4

49 MB

~Get Your Files Here !/17 - Python GPT 4 Build Machine Learning Models/73 - Splitting data into train and test sets.mp4

27 MB

~Get Your Files Here !/17 - Python GPT 4 Build Machine Learning Models/74 - Build and evaluate ML models.mp4

50 MB

~Get Your Files Here !/2 - Data Analysis and Its Workflow/4 - Data Analysis and Its Characteristics.mp4

47 MB

~Get Your Files Here !/2 - Data Analysis and Its Workflow/5 - Complete data analysis workflow.mp4

6.3 MB

~Get Your Files Here !/3 - Statistical Analysis and Its Workflow/6 - Statistical Analysis and Its Characteristics.mp4

20 MB

~Get Your Files Here !/3 - Statistical Analysis and Its Workflow/7 - Confidence level significance level and Pvalue.mp4

21 MB

~Get Your Files Here !/3 - Statistical Analysis and Its Workflow/8 - Complete hypothesis testing workflow.mp4

19 MB

~Get Your Files Here !/4 - Machine Learning and Its Workflow/10 - Complete Machine Learning Workflow.mp4

5.9 MB

~Get Your Files Here !/4 - Machine Learning and Its Workflow/9 - Machine Learning and Its Characteristics.mp4

6.6 MB

~Get Your Files Here !/5 - Python Programming Basics Level 1/11 - Your First Python Code.mp4

11 MB

~Get Your Files Here !/5 - Python Programming Basics Level 1/12 - Variables and naming conventions.mp4

29 MB

~Get Your Files Here !/5 - Python Programming Basics Level 1/13 - Data types integers float strings boolean.mp4

30 MB

~Get Your Files Here !/5 - Python Programming Basics Level 1/14 - Type conversion and casting.mp4

36 MB

~Get Your Files Here !/5 - Python Programming Basics Level 1/15 - Arithmetic operators.mp4

32 MB

~Get Your Files Here !/5 - Python Programming Basics Level 1/16 - Comparison operators.mp4

37 MB

~Get Your Files Here !/5 - Python Programming Basics Level 1/17 - Logical operators and or not.mp4

40 MB

~Get Your Files Here !/6 - Python Programming Basics Level 2/18 - Lists creation indexing slicing modifying.mp4

84 MB

~Get Your Files Here !/6 - Python Programming Basics Level 2/19 - Sets unique elements operations.mp4

29 MB

~Get Your Files Here !/6 - Python Programming Basics Level 2/20 - Dictionaries keyvalue pairs methods.mp4

45 MB

~Get Your Files Here !/6 - Python Programming Basics Level 2/21 - Conditional statements if elif else.mp4

20 MB

~Get Your Files Here !/6 - Python Programming Basics Level 2/22 - Logical expressions in conditions.mp4

47 MB

~Get Your Files Here !/6 - Python Programming Basics Level 2/23 - Looping structures for loops while loops.mp4

34 MB

~Get Your Files Here !/6 - Python Programming Basics Level 2/24 - Defining Creating and Calling functions.mp4

16 MB

~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/25 - Loading dataset.mp4

44 MB

~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/26 - Handling missing values.mp4

107 MB

~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/27 - Deal with inconsistent data.mp4

70 MB

~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/28 - Dealing with missidentified data types.mp4

45 MB

~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/29 - Dealing with duplicated data.mp4

24 MB

~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/30 - Sorting and arranging dataset.mp4

27 MB

~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/31 - Filter data based on conditions.mp4

41 MB

~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/32 - Merging or adding variables.mp4

48 MB

~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/33 - Concatenating extra data.mp4

50 MB

~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/34 - Feature engineering.mp4

117 MB

~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/35 - Extracting day months year.mp4

42 MB

~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/36 - Feature encoding.mp4

39 MB

~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/37 - Creating dummy variables.mp4

53 MB

~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/38 - Data normalizing.mp4

120 MB

~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/39 - Splitting data.mp4

52 MB

~Get Your Files Here !/Bonus Resources.txt

386 B