Data Analysis And Machine Learning - Python + Gpt 3.5 And Gpt 4

Torrent Details

Data Analysis And Machine Learning - Python + Gpt 3.5 and Gpt 4Data Analysis And Machine Learning - Python + Gpt 3.5 and Gpt 4

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Data Analysis And Machine Learning - Python + Gpt 3.5 and Gpt 4.torrent
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INFOHASH
3e8c982ae6af09224d2be5dda2b06cd25739352d
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3.2 GB in 93 files
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Uploaded on 21-03-2024 by our crawler pet called "Spidey".
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Description

[ FreeCourseWeb.com ] Data Analysis And Machine Learning: Python + Gpt 3.5 & Gpt 4



If You Need More Stuff, kindly Visit and Support Us -->> https://FreeCourseWeb.com







Published 3/2024

MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz

Language: English | Size: 3.24 GB | Duration: 8h 57m



Hands-on Data Analysis and Machine Learning in Python + GPT 3.5. Apply GPT-4 to Analyze and Develop ML Models Smoothly.



What you'll learn

Learn to proficiently use Python for various machine learning tasks, including data cleaning, manipulation, preprocessing, and model development.

Gain expertise in building and implementing supervised machine learning models: Regressions, Classifications, Random Forest, Decision Tree, SVM, and KNN, etc.

Acquire skills in unsupervised machine learning techniques, including KMeans for effective cluster analysis and pattern recognition.

Develop the ability to measure and evaluate the accuracy and performance of machine learning models, enabling decisions on model selection and optimization.

Apply acquired knowledge to real-world scenarios, solving diverse machine learning challenges and developing solutions.

Learn to efficiently prepare and clean datasets using GPT-4, including handling missing data, outliers, and data type conversions.

Master the use of GPT-4 for advanced data manipulation tasks, such as merging datasets, creating pivot tables, and applying conditional logic.

Develop skills to utilize GPT-4 for creating and interpreting a variety of data visualizations, such as histograms, scatter plots, and line graphs.

Learn to apply GPT-4 for predictive analytics, including random forest regressor and other machine learning models.

Acquire the ability to automate repetitive data analysis tasks using GPT-4, enhancing efficiency and productivity.



Requirements

No coding Experience is Needed.

Laptop/Desktop and Internet



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Files in this torrent

FILENAMESIZE
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/1 - Install Python and Jupyter Notebook.html214 B
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/1 - Mac.pdf1.5 MB
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/1 - Windows.pdf929.7 KB
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/2 - Setting up ChatGPT and GPT 4.mp46.9 MB
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/3 - Download Practice datasets.html303 B
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/Cleaned_Data.xlsx74.6 KB
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/data+1.xlsx41.9 KB
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/data+2.xlsx45.2 KB
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/Data+for+cleaning.xlsx74.4 KB
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/practice_filtering+data.xlsx11.5 KB
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets/Extra Data.xlsx10.5 KB
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets/Extra Variable.xlsx33 KB
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets/sales data.xlsx85 KB
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_Cleaned_Data.xlsx868 B
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_data+1.xlsx864 B
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_data+2.xlsx864 B
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_Data+for+cleaning.xlsx877 B
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_practice_filtering+data.xlsx937 B
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets/_Extra Data.xlsx344 B
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets/_Extra Variable.xlsx344 B
~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets/_sales data.xlsx344 B
~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/40 - Linear regression ML model.mp4127.6 MB
~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/41 - Decision Tree regression ML model.mp436.8 MB
~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/42 - Random Forest regression ML model.mp459.8 MB
~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/43 - Support Vector regression ML model.mp446.8 MB
~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/44 - Logistic Regression ML model.mp4194.8 MB
~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/45 - Decision Tree classification ML model.mp4105.9 MB
~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/46 - Random Forest classification ML model.mp475.9 MB
~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/47 - K Nearest Neighbours classification ML model.mp4151.2 MB
~Get Your Files Here !/12 - Python GPT 35 Learn Clustering Machine Learning/48 - KMeans Clustering ML model.mp4169.8 MB
~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/49 - Getting Started with GPT4 Data Analyst.mp46.8 MB
~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/50 - Identify missing values.mp414.7 MB
~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/51 - Impute missing values.mp425 MB
~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/52 - Exploring data types.mp412.8 MB
~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/53 - Finding inconsistent values.mp410.5 MB
~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/54 - Dropping inconsistent values.mp416.8 MB
~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/55 - Dealing with duplicates.mp476.8 MB
~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/56 - Sorting dataset.mp421.5 MB
~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/57 - Filtering datasets.mp420.4 MB
~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/58 - Inner joining method.mp428.1 MB
~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/59 - Other joining methods.mp422 MB
~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/60 - Boxcox transformation.mp432.9 MB
~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/61 - Feature binning.mp415.3 MB
~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/62 - Feature encoding.mp415.5 MB
~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/63 - Creating dummy variables.mp415.1 MB
~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/64 - Nominal data analysis.mp417.5 MB
~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/65 - Descriptive analysis.mp456.8 MB
~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/66 - Group by data analysis.mp412.7 MB
~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/67 - Crosstabulation analysis.mp475.9 MB
~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/68 - Correlation analysis.mp445.4 MB
~Get Your Files Here !/16 - Python GPT 4 Quick Hypothesis Testing/69 - Oneway ANOVA analysis.mp485.8 MB
~Get Your Files Here !/16 - Python GPT 4 Quick Hypothesis Testing/70 - Pearson correlation analysis.mp418.5 MB
~Get Your Files Here !/16 - Python GPT 4 Quick Hypothesis Testing/71 - Regression analysis.mp474.6 MB
~Get Your Files Here !/17 - Python GPT 4 Build Machine Learning Models/72 - Feature scaling and preprocessing.mp449 MB
~Get Your Files Here !/17 - Python GPT 4 Build Machine Learning Models/73 - Splitting data into train and test sets.mp426.8 MB
~Get Your Files Here !/17 - Python GPT 4 Build Machine Learning Models/74 - Build and evaluate ML models.mp450.3 MB
~Get Your Files Here !/2 - Data Analysis and Its Workflow/4 - Data Analysis and Its Characteristics.mp446.7 MB
~Get Your Files Here !/2 - Data Analysis and Its Workflow/5 - Complete data analysis workflow.mp46.3 MB
~Get Your Files Here !/3 - Statistical Analysis and Its Workflow/6 - Statistical Analysis and Its Characteristics.mp419.7 MB
~Get Your Files Here !/3 - Statistical Analysis and Its Workflow/7 - Confidence level significance level and Pvalue.mp420.7 MB
~Get Your Files Here !/3 - Statistical Analysis and Its Workflow/8 - Complete hypothesis testing workflow.mp419.2 MB
~Get Your Files Here !/4 - Machine Learning and Its Workflow/10 - Complete Machine Learning Workflow.mp45.9 MB
~Get Your Files Here !/4 - Machine Learning and Its Workflow/9 - Machine Learning and Its Characteristics.mp46.6 MB
~Get Your Files Here !/5 - Python Programming Basics Level 1/11 - Your First Python Code.mp411.3 MB
~Get Your Files Here !/5 - Python Programming Basics Level 1/12 - Variables and naming conventions.mp428.8 MB
~Get Your Files Here !/5 - Python Programming Basics Level 1/13 - Data types integers float strings boolean.mp429.8 MB
~Get Your Files Here !/5 - Python Programming Basics Level 1/14 - Type conversion and casting.mp436.5 MB
~Get Your Files Here !/5 - Python Programming Basics Level 1/15 - Arithmetic operators.mp432.3 MB
~Get Your Files Here !/5 - Python Programming Basics Level 1/16 - Comparison operators.mp437 MB
~Get Your Files Here !/5 - Python Programming Basics Level 1/17 - Logical operators and or not.mp439.9 MB
~Get Your Files Here !/6 - Python Programming Basics Level 2/18 - Lists creation indexing slicing modifying.mp483.5 MB
~Get Your Files Here !/6 - Python Programming Basics Level 2/19 - Sets unique elements operations.mp428.9 MB
~Get Your Files Here !/6 - Python Programming Basics Level 2/20 - Dictionaries keyvalue pairs methods.mp445.2 MB
~Get Your Files Here !/6 - Python Programming Basics Level 2/21 - Conditional statements if elif else.mp419.9 MB
~Get Your Files Here !/6 - Python Programming Basics Level 2/22 - Logical expressions in conditions.mp447.4 MB
~Get Your Files Here !/6 - Python Programming Basics Level 2/23 - Looping structures for loops while loops.mp434 MB
~Get Your Files Here !/6 - Python Programming Basics Level 2/24 - Defining Creating and Calling functions.mp416.4 MB
~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/25 - Loading dataset.mp443.5 MB
~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/26 - Handling missing values.mp4106.7 MB
~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/27 - Deal with inconsistent data.mp469.5 MB
~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/28 - Dealing with missidentified data types.mp445.2 MB
~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/29 - Dealing with duplicated data.mp423.7 MB
~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/30 - Sorting and arranging dataset.mp427.1 MB
~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/31 - Filter data based on conditions.mp440.9 MB
~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/32 - Merging or adding variables.mp447.8 MB
~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/33 - Concatenating extra data.mp449.5 MB
~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/34 - Feature engineering.mp4116.6 MB
~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/35 - Extracting day months year.mp442 MB
~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/36 - Feature encoding.mp438.9 MB
~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/37 - Creating dummy variables.mp453.3 MB
~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/38 - Data normalizing.mp4120.3 MB
~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/39 - Splitting data.mp452.2 MB
~Get Your Files Here !/Bonus Resources.txt386 B

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