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1 - Introduction to Machine Learning
10 - Feature Engineering
11 - Saving & Loading Models
12 - Practical ML Projects
13 - Deployment Basics
14 - Best Practices & ML Workflow
15 - Interview Preparation
2 - Python for Machine Learning
3 - ML Libraries in Python
4 - Data Handling & Preprocessing
16. Loading & Inspecting Data.mp4
MP4
35.8 MB
17. Handling Missing Values & Feature Engineering.mp4
MP4
25.8 MB
18. Train-Test Split & Scaling Normalization.mp4
MP4
19.2 MB
5 - Exploratory Data Analysis (EDA)
19. Understanding Your Data.mp4
MP4
9.4 MB
20. Summary Statistics.mp4
MP4
10.7 MB
21. Data Visualisation Basics.mp4
MP4
19.3 MB
22. Scatter Plots & Bar Charts.mp4
MP4
13.4 MB
23. Correlation Analysis.mp4
MP4
19.1 MB
24. Distribution Plots.mp4
MP4
8.6 MB
6 - Supervised Learning - Regression
25. Understanding Regression Simple Linear Regression & Multiple Linear Regression.mp4
MP4
31.4 MB
26. Model Training & Evaluation.mp4
MP4
27.4 MB
27. MAE(Mean Absolute Error), MSE(Mean Squared Error), RMSE(Root Mean Squared Error).mp4
MP4
10.9 MB
7 - Supervised Learning - Classification
28. Logistic Regression.mp4
MP4
25.6 MB
29. K-Nearest Neighbors.mp4
MP4
36.6 MB
30. Decision Trees.mp4
MP4
15.7 MB
31. Random Forest.mp4
MP4
20 MB
32. Model Evaluation Metrics Accuracy, Precision, Recall, F1 Score.mp4
MP4
46.5 MB
8 - Model Evaluation & Validation
33. Confusion Matrix.mp4
MP4
55.3 MB
34. Cross-Validation.mp4
MP4
29.8 MB
35. Overfitting, Underfitting, Bias-Variance Tradeoff.mp4
MP4
23.6 MB
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1 - Introduction to Data Science and Python
2 - Python Fundamentals for Data Science
3 - Working with Data Using Pandas
12. Data Cleaning & Preprocessing.mp4
MP4
117 MB
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1 - Introduction
2 - Data Handling with Pandas in Python
3 - Data Visualization in Python
4 - Data summary descriptive and inferential statistic
5 - Data Management for Machine Learning in Python
24. Data Preprocessing in Python.mp4
MP4
48 MB
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1 - Introduction and Course Setup
10 - Testing and Vulnerabilities in AI - Domain 2E+2F
11 - AI Incident Response - Domain 2G
12 - AI Audit Planning, Execution and Reporting - Domain 3A-E
13 - Capstone, Exam Prep and Conclusion
images
2 - AI Fundamentals for Auditors - Domain 1A
3 - AI Governance and Program Management - Domain 1B
4 - AI Risk Management - Domain 1C
5 - Privacy and Data Governance for AI - Domain 1D
6 - AI Ethics, Regulations and Standards - Domain 1E
7 - Data Management for AI - Domain 2A
29. Data Preprocessing, Feature Engineering, and Transformation Controls - Validatio.mp4
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UDEMY - INTRODUCTION AU MACHINE LEARNING 2017.FR.WEB-DL.720P.H264
2. ------------------------ Partie 1 - Data Preprocessing ------------------------
3. Importer le dataset.mp4
MP4
170.68 MB
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3. Telco Customer Churn Pipeline Data Preprocessing.mp4
MP4
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Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science
2. -------------------- Part 1 Data Preprocessing --------------------
3. Importing the Libraries.mp4
MP4
11.08 MB
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1 - Course Introduction
2 - Python Basics
3 - Working with Data Structures
4 - Control Structures in Python
5 - Data Analysis with Python
19. Data Cleaning and Preprocessing Techniques.mp4
MP4
56.8 MB
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Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks
24. Data Preprocessing Template
3. Data Preprocessing - Step 2.mp4
MP4
15.97 MB
4. Data Preprocessing - Step 3.mp4
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71.77 MB
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Data Science Real World Projects in Python
[TutsNode.com] - Data Science Real World Projects in Python
2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning
3. Understanding Data & data-preprocessing.mp4
MP4
70.38 MB
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1 - Introduction
2 - Setting Up Your Development Environment
3 - Google Colab Setup
4 - Dataset Exploration
5 - Text Preprocessing & Data Preparation
24. Building the Classification System Architecture.mp4
MP4
73.9 MB
25. Text Cleaning and Preprocessing.mp4
MP4
66.7 MB
26. Building an Automated Data Pipeline.mp4
MP4
87.9 MB
27. Feature Engineering - Vocabulary Analysis.mp4
MP4
67 MB
6 - Model Training & Evaluation
28. Training Our Machine Learning Model.mp4
MP4
119.5 MB
29. Evaluating Model Performance.mp4
MP4
133 MB
30. Analyzing Ambiguous Cases.mp4
MP4
96.5 MB
31. Testing on Real-World Examples.mp4
MP4
127.8 MB
7 - Generating Reports & Visualizations
32. Generating Analysis Reports.mp4
MP4
64 MB
33. Assembling the Complete System.mp4
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111.8 MB
34. Creating Professional Visualizations.mp4
MP4
97.6 MB
8 - Building Interactive Dashboards With Streamlit
35. Building an Interactive Dashboard.mp4
MP4
146.8 MB
36. Running Your Streamlit Application.mp4
MP4
85.9 MB
9 - Deploying To The Cloud
37. Creating Github Account.mp4
MP4
63.1 MB
38. Deploying to Streamlit Cloud.mp4
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50.7 MB
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3 -Module 7 Data Preprocessing.mp4
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[FreeCoursesOnline.Me] UDACITY - Machine Learning Engineer Nanodegree v4.0.0
Part 07-Module 02-Lesson 02_Sentiment Prediction RNN
04. 3 Data PreProcessing V1-Xw1MWmql7no.mp4
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3 -Data Cleaning and PreprocessingData Normalization and Standardization.mp4
MP4
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1 - Introduction
2 - Python Refresher
3 - First steps with healthcare datasets
4 - Data Cleaning and Preprocessing
13. Data Cleaning and Preprocessing 1.mp4
MP4
59.1 MB
14. Data Cleaning and Preprocessing 2.mp4
MP4
46.5 MB
5 - Exploratory Data Analysis for Healthcare
15. Exploratory Data Analysis 1.mp4
MP4
67.9 MB
16. Exploratory Data Analysis 2.mp4
MP4
138.7 MB
17. Exercise.mp4
MP4
4.9 MB
6 - Feature engineering and Building basic predictive models
18. Building simple predictive models.mp4
MP4
78.2 MB
7 - Capstone project
19. Capstone.mp4
MP4
35.5 MB
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3. Data Preprocessing - Crop Faces from Data using OpenCV.mp4
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Data Science Practical Automated Machine Learning(Auto ML)
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)
4. Auto Sklearn Part2
3. Data preprocessing and Data visulization.mp4
MP4
118.37 MB
3. Auto Sklearn Part 1
3. Data Preprocessing And Data Visualization.mp4
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93.07 MB
5. TPOT Models Part 1
3. Data preprocessing and visualization.mp4
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60.28 MB
6. TPOT Models Part 2
3. Data preprocessing and visualization.mp4
MP4
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28. Data preparation. Preprocessing continuous variables creating dummies (Part 3).mp4
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3. 3. Image data preprocessing and visualization with Python..mp4
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[DesireCourse.Net] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science
2. -------------------- Part 1 Data Preprocessing --------------------
3. Importing the Libraries.mp4
MP4
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[DesireCourse.Net] Udemy - The Business Intelligence Analyst Course 2020
47. Integration - Data Preprocessing Step by Step
3. Exploring the Data Set.mp4
MP4
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3. Project in R - Data Preprocessing.mp4
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25 - Data Preprocessing in Python
006 Step 3 - Preprocessing Data Extracting Features and Target Variables in Python.mp4
MP4
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012 Step 3 - Preprocessing Categorical Data One-Hot and Label Encoding Techniques.mp4
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015 Step 3 - Preparing Data for ML Splitting Datasets with Python and Scikit-learn.mp4
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018 Step 3 - Normalizing Data with Fit and Transform Methods in Scikit-learn.mp4
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10 Python Courses For Beginners 2020 [UdemyLibrary.com]
Machine Learning Crash Course for Beginners using Python [UdemyLibrary.com]
5. Data Preparation and Preprocessing
3. Handling Text Data.mp4
MP4
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[FreeAllCourse.Com] Udemy - The Business Intelligence Analyst Course 2020
47. Integration - Data Preprocessing Step by Step
3. Exploring the Data Set.mp4
MP4
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1 - Introduction
Logistic Regression in Python
Data Files
Others
Presentation
10 - Knearest Neighbors Classifier
11 - Understanding The Results
12 - Appendix 1 Linear Regression In Python
ML Practical task 3
ML Task 1
ML Task 2
13 - Congratulations About Your Certificate
2 - Introduction To Machine Learning
3 - Basics Of Statistics
4 - Setting Up Python And Jupyter Notebook
5 - Important Python Libraries
6 - Data Preprocessing
26 - Gathering Business Knowledge.mp4
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27 - Data Exploration.mp4
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28 - The Dataset And The Data Dictionary.mp4
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29 - Data Import In Python.mp4
MP4
35.5 MB
31 - Univariate Analysis And Edd.mp4
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19 MB
32 - Edd In Python.mp4
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123.8 MB
34 - Outlier Treatment.mp4
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35 - Outlier Treatment In Python.mp4
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37 - Missing Value Imputation.mp4
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38 - Missing Value Imputation In Python.mp4
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40 - Seasonality In Data.mp4
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41 - Variable Transformation.mp4
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42 - Variable Transformation And Deletion In Python.mp4
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44 - Dummy Variable Creation Handling Qualitative Data.mp4
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45 - Dummy Variable Creation In Python.mp4
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7 - Classification Models
47 - Three Classifiers And The Problem Statement.mp4
MP4
31.8 MB
48 - Why Cant We Use Linear Regression.mp4
MP4
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49 - Logistic Regression.mp4
MP4
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50 - Training A Simple Logistic Model In Python.mp4
MP4
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52 - Result Of Simple Logistic Regression.mp4
MP4
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2. Exploring Java Machine Learning Environments
3. Implementing a Machine Learning Workflow with Weka
3. Demo - Data Preprocessing with Programmatic Weka.mp4
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5. Implementing a Machine Learning Workflow with Spark MLlib
3. Demo - Data Preprocessing with Spark MLlib.mp4
MP4
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3. AI Project End to End Credit Card Fraud Detection
15. Module 3 Loading & Preprocessing of Data.mp4
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3. Regression
15. Data Preprocessing.mp4
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[FreeAllCourse.Com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks
29. Data Preprocessing Template
3. Data Preprocessing - Step 3.mp4
MP4
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[FreeAllCourse.Com] Udemy - The Data Science Course 2020 Complete Data Science Bootcamp
49. Deep Learning - Preprocessing
3. Standardization.mp4
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58. Case Study - Preprocessing the 'Absenteeism_data'
3. Checking the Content of the Data Set.mp4
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47. Integration - Data Preprocessing Step by Step
3. Exploring the Data Set.mp4
MP4
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3. Neural network regression with TensorFlow
26. Preprocessing data with feature scaling part 1 (what is feature scaling).mp4
MP4
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27. Preprocessing data with feature scaling part 2 (normalising our data).mp4
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28. Preprocessing data with feature scaling part 3 (fitting a model on scaled data).mp4
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[FreeAllCourse.Com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science
2. -------------------- Part 1 Data Preprocessing --------------------
3. Importing the Libraries.mp4
MP4
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~Get Your Files Here !
1 - Introduction
aiot_naive_bayes_resource
section_10
ai-light-bulb-c-arduino-esp32-bh1750-ds1307
ai-light-bulb-c-arduino-esp32-serial-monitor
esp32-devkit-arduino-bh1750
esp32-devkit-arduino-ds1307
esp32-devkit-arduino-led
esp32-devkit-arduino-oled-128x64
section_11
ai-light-bulb-c-arduino-esp32-telegram-bot
esp32-devkit-arduino-telegram-bot-echo
esp32-devkit-arduino-telegram-bot-led
section_6
section_7
section_8
10 - AI Light Bulb Prototyping in Arduino ESP32 Serial I O, Sensors, LED
11 - AI Light Bulb Prototyping in Arduino ESP32 Wi-Fi, Telegram Bot
12 - Summary
2 - === Part 1 Theory
3 - Naive Bayes Classifier by Hand (One Input Feature)
4 - Naive Bayes Classifier by Hand (Multiple Input Features)
5 - === Part 2 Modelling
6 - AI Light Bulb Modelling by Hand
7 - AI Light Bulb Modelling in Python
18. Data Preprocessing.mp4
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3. Data Preprocessing and preparation.mp4
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57 - Data Preprocessing Part 3.mp4
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Udemy - Introduction au Machine Learning - 2017
2. ------------------------ Partie 1 - Data Preprocessing ------------------------
3. Importer le dataset.mp4
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3. Project-2 Dog breed prediction Flask App
3. Data Preprocessing.mp4
MP4
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35. Project-34 Google Play App Rating prediction With Deployment On Heroku
3. Preprocessing the data.mp4
MP4
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9. Project-8 Create A Face Swap Application
3. Data preprocessing and creating output.mp4
MP4
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10. Project-9 Bird Species Prediction Flask App
3. Data preprocessing.mp4
MP4
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3. Project-2 Dog breed prediction Flask App
3. Data Preprocessing.mp4
MP4
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35. Project-34 Google Play App Rating prediction With Deployment On Heroku
3. Preprocessing the data.mp4
MP4
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7. Project-6 Plant Disease Prediction Streamlit App
3. Understanding the data and data preprocessing.mp4
MP4
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9. Project-8 Create A Face Swapping Flask App
3. Data preprocessing and creating output.mp4
MP4
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3. Project - Data Preprocessing in Python.mp4
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22. Project-21 Black Friday Sale Prediction
3. Data visulaization and data preprocessing.mp4
MP4
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26. Project-25 Toxic Comment Classifier
3. data visualization and preprocessing.mp4
MP4
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3. Project-2 Dog breed prediction application
3. Data Preprocessing.mp4
MP4
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9. Project-8 Create A Face Swapping Application
3. Data preprocessing and creating output.mp4
MP4
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3. Data Preprocessing in Machine learning.mp4
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003 Data Preprocessing EDA Part 3.mp4
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3. Data Preprocessing.mp4
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[FreeAllCourse.com] Udemy - The Business Intelligence Analyst Course 2021
47. Integration - Data Preprocessing Step by Step
3. Exploring the Data Set.mp4
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Artificial Neural Networks (ANN) with Keras in Python and R
[TutsNode.com] - Artificial Neural Networks (ANN) with Keras in Python and R
18. Add on Data Preprocessing
3. The Data and the Data Dictionary.mp4
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5. PD Model Data Preparation
28. Data preparation. Preprocessing continuous variables creating dummies (Part 3).mp4
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[GigaCourse.com] Udemy - The Data Science Course 2020 Complete Data Science Bootcamp
49. Deep Learning - Preprocessing
3. Standardization.mp4
MP4
50.99 MB
58. Case Study - Preprocessing the 'Absenteeism_data'
3. Checking the Content of the Data Set.mp4
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[GigaCourse.com] Udemy - The Business Intelligence Analyst Course 2020
47. Integration - Data Preprocessing Step by Step
3. Exploring the Data Set.mp4
MP4
61.83 MB
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