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

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3.2 GB
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2
Files
93
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Other
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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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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Data Analysis And Machine Learning - Python + Gpt 3.5 and Gpt 4
  • ~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 929.7 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 74.6 KB
  • ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/data+1.xlsx 41.9 KB
  • ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/data+2.xlsx 45.2 KB
  • ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/Data+for+cleaning.xlsx 74.4 KB
  • ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/practice_filtering+data.xlsx 11.5 KB
  • ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets/Extra Data.xlsx 10.5 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+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/_Data+for+cleaning.xlsx 877 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 127.6 MB
  • ~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/41 - Decision Tree regression ML model.mp4 36.8 MB
  • ~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/42 - Random Forest regression ML model.mp4 59.8 MB
  • ~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/43 - Support Vector regression ML model.mp4 46.8 MB
  • ~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/44 - Logistic Regression ML model.mp4 194.8 MB
  • ~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/45 - Decision Tree classification ML model.mp4 105.9 MB
  • ~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/46 - Random Forest classification ML model.mp4 75.9 MB
  • ~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/47 - K Nearest Neighbours classification ML model.mp4 151.2 MB
  • ~Get Your Files Here !/12 - Python GPT 35 Learn Clustering Machine Learning/48 - KMeans Clustering ML model.mp4 169.8 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 14.7 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 12.8 MB
  • ~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/53 - Finding inconsistent values.mp4 10.5 MB
  • ~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/54 - Dropping inconsistent values.mp4 16.8 MB
  • ~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/55 - Dealing with duplicates.mp4 76.8 MB
  • ~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/56 - Sorting dataset.mp4 21.5 MB
  • ~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/57 - Filtering datasets.mp4 20.4 MB
  • ~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/58 - Inner joining method.mp4 28.1 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 32.9 MB
  • ~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/61 - Feature binning.mp4 15.3 MB
  • ~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/62 - Feature encoding.mp4 15.5 MB
  • ~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/63 - Creating dummy variables.mp4 15.1 MB
  • ~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/64 - Nominal data analysis.mp4 17.5 MB
  • ~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/65 - Descriptive analysis.mp4 56.8 MB
  • ~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/66 - Group by data analysis.mp4 12.7 MB
  • ~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/67 - Crosstabulation analysis.mp4 75.9 MB
  • ~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/68 - Correlation analysis.mp4 45.4 MB
  • ~Get Your Files Here !/16 - Python GPT 4 Quick Hypothesis Testing/69 - Oneway ANOVA analysis.mp4 85.8 MB
  • ~Get Your Files Here !/16 - Python GPT 4 Quick Hypothesis Testing/70 - Pearson correlation analysis.mp4 18.5 MB
  • ~Get Your Files Here !/16 - Python GPT 4 Quick Hypothesis Testing/71 - Regression analysis.mp4 74.6 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 26.8 MB
  • ~Get Your Files Here !/17 - Python GPT 4 Build Machine Learning Models/74 - Build and evaluate ML models.mp4 50.3 MB
  • ~Get Your Files Here !/2 - Data Analysis and Its Workflow/4 - Data Analysis and Its Characteristics.mp4 46.7 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 19.7 MB
  • ~Get Your Files Here !/3 - Statistical Analysis and Its Workflow/7 - Confidence level significance level and Pvalue.mp4 20.7 MB
  • ~Get Your Files Here !/3 - Statistical Analysis and Its Workflow/8 - Complete hypothesis testing workflow.mp4 19.2 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 11.3 MB
  • ~Get Your Files Here !/5 - Python Programming Basics Level 1/12 - Variables and naming conventions.mp4 28.8 MB
  • ~Get Your Files Here !/5 - Python Programming Basics Level 1/13 - Data types integers float strings boolean.mp4 29.8 MB
  • ~Get Your Files Here !/5 - Python Programming Basics Level 1/14 - Type conversion and casting.mp4 36.5 MB
  • ~Get Your Files Here !/5 - Python Programming Basics Level 1/15 - Arithmetic operators.mp4 32.3 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 39.9 MB
  • ~Get Your Files Here !/6 - Python Programming Basics Level 2/18 - Lists creation indexing slicing modifying.mp4 83.5 MB
  • ~Get Your Files Here !/6 - Python Programming Basics Level 2/19 - Sets unique elements operations.mp4 28.9 MB
  • ~Get Your Files Here !/6 - Python Programming Basics Level 2/20 - Dictionaries keyvalue pairs methods.mp4 45.2 MB
  • ~Get Your Files Here !/6 - Python Programming Basics Level 2/21 - Conditional statements if elif else.mp4 19.9 MB
  • ~Get Your Files Here !/6 - Python Programming Basics Level 2/22 - Logical expressions in conditions.mp4 47.4 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 16.4 MB
  • ~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/25 - Loading dataset.mp4 43.5 MB
  • ~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/26 - Handling missing values.mp4 106.7 MB
  • ~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/27 - Deal with inconsistent data.mp4 69.5 MB
  • ~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/28 - Dealing with missidentified data types.mp4 45.2 MB
  • ~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/29 - Dealing with duplicated data.mp4 23.7 MB
  • ~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/30 - Sorting and arranging dataset.mp4 27.1 MB
  • ~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/31 - Filter data based on conditions.mp4 40.9 MB
  • ~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/32 - Merging or adding variables.mp4 47.8 MB
  • ~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/33 - Concatenating extra data.mp4 49.5 MB
  • ~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/34 - Feature engineering.mp4 116.6 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 38.9 MB
  • ~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/37 - Creating dummy variables.mp4 53.3 MB
  • ~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/38 - Data normalizing.mp4 120.3 MB
  • ~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/39 - Splitting data.mp4 52.2 MB
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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