Download Free Download : Udemy Data Science and Machine Learning Study Bootcamp From A to Z
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:6.03 GB
Files Included :
1 Introduction.mp4 (16.99 MB)
MP4
2 Understanding Data Types and Structures in Python.mp4 (46.23 MB)
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3 Understanding Python Data Structure Wrap up.mp4 (29.19 MB)
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1 Introduction to Regression.mp4 (48.55 MB)
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2 The Basics of Linear regression & Regression Performance.mp4 (57.44 MB)
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3 Cross-validation for R-squared & Analyzing Cross-Validation Metrics.mp4 (63.88 MB)
MP4
4 Regularized Regression.mp4 (66.78 MB)
MP4
1 The k-Nearest Neighbors Classification Supervised ML Learning Algorithms.mp4 (60.66 MB)
MP4
2 How Good is your Model and How to use Random Forest Classifier.mp4 (59.55 MB)
MP4
3 Logistic Regression and the ROC Curve.mp4 (95.82 MB)
MP4
4 Hyperparameter Tuning with GridSearchCV & RandomizedSearchCV.mp4 (79.77 MB)
MP4
1 Preprocessing Data and Creating Dummy Variable for Categorical Data Variables.mp4 (103.72 MB)
MP4
2 Handling Missing Data And Creating The ML Pipeline.mp4 (89.97 MB)
MP4
3 Centering and Scaling Techniques in ML Supervised Learning Algorithms.mp4 (95.24 MB)
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1 Evaluating Multiple Models with Examples.mp4 (87.29 MB)
MP4
2 Comparing Models.mp4 (98.9 MB)
MP4
3 Logistic Regression and Support Vector Machines for Text Classification.mp4 (80.73 MB)
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1 Linear Classifier & Decision Boundaries.mp4 (99.19 MB)
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2 Linear Classifiers & The Coefficients.mp4 (78.73 MB)
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3 What is The Loss Function.mp4 (81.04 MB)
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4 Loss Function Diagrams.mp4 (129.26 MB)
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5 Logistic Regression Regularization & Identifying Negative Reviews.mp4 (143.32 MB)
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6 Logistic Regression and Probabilities.mp4 (113.08 MB)
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7 Multi-class Logistic Regression.mp4 (134.8 MB)
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1 Unsupervised Learning The Fundamentals of Clustering.mp4 (95.03 MB)
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2 Clustering Evaluation & Optimization.mp4 (77.22 MB)
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3 Transforming Features for Better Clustering & Clustering Stocks Using KMeans.mp4 (105.94 MB)
MP4
4 Hierarchical Clustering & Visualizing Hierarchies.mp4 (67.95 MB)
MP4
1 t-SNE for 2-dimensional maps.mp4 (77.45 MB)
MP4
1 Visualizing The PCA Transformation & Calculating Cumulative Explained Variance.mp4 (88.16 MB)
MP4
2 Dimension Reduction with PCA.mp4 (67.33 MB)
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3 Dimension Reduction with PCA and Non-negative Matrix Factorization (NMF).mp4 (134.15 MB)
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1 Learn How to Building Recommender System using NMF!.mp4 (96.89 MB)
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1 Introduction to Predictive Modeling and Machine Learning.mp4 (29.15 MB)
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2 Data Exploration and Preprocessing of the Titanic Dataset.mp4 (42.4 MB)
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3 Model Selection and Evaluation of The Titanic Dataset.mp4 (31.31 MB)
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4 Model Training and Hyperparameter Tuning of The Titanic Dataset.mp4 (59.47 MB)
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5 Deployment of The Predictive Models of The Titanic Dataset.mp4 (61.48 MB)
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1 String Functions in Python Part 1.mp4 (17.75 MB)
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10 Control Flow IF.mp4 (17.9 MB)
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11 For Loop Part 1.mp4 (13.47 MB)
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12 For Loop Part 2.mp4 (27.19 MB)
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13 While Loop Part 1.mp4 (30.05 MB)
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14 While Loop Part 2.mp4 (21.13 MB)
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15 While Loop Best Practices.mp4 (15.73 MB)
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16 Introduction to Functions in Python.mp4 (14.96 MB)
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17 Functions in Python and Arguments.mp4 (18.69 MB)
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18 Function Tips & Tricks Recursion.mp4 (9.95 MB)
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19 Function Tips & Tricks Functions Decorators and Higher Order Functions.mp4 (9.65 MB)
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2 String Functions in Python Part 2.mp4 (8.14 MB)
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20 Functions Tips & Tricks Lambda Functions.mp4 (10.18 MB)
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21 Function Tips & Tricks Functions Caching & Memoization.mp4 (18.75 MB)
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22 Error Handling in Python.mp4 (9.66 MB)
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23 Files and Modules in Python.mp4 (59.49 MB)
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24 Creating Simple Class.mp4 (29.36 MB)
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25 Overviewing Constructor.mp4 (87.95 MB)
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26 Learning How to creating Dunder Methods.mp4 (20.71 MB)
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27 Learning about Inheritance.mp4 (29.89 MB)
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28 Knowing What is the Encapsulation.mp4 (14.43 MB)
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29 Learning also about Multiple Inheritance.mp4 (22.79 MB)
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3 String Functions in Python Part 3.mp4 (12.24 MB)
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30 Knowing What is the Overriding.mp4 (17.89 MB)
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31 Learning about Decorators.mp4 (27.46 MB)
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32 Learning How to use Build-in Decorators.mp4 (39.13 MB)
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4 String Functions in Python Part 4.mp4 (4.45 MB)
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5 String Functions in Python Part 5.mp4 (6.52 MB)
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6 Lists.mp4 (26.47 MB)
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7 Tuples.mp4 (8.72 MB)
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8 Sets.mp4 (26.86 MB)
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9 Dictionaries.mp4 (30.31 MB)
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1 Generative AI for Data Analysis.mp4 (36.9 MB)
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2 Generative AI for Data Science.mp4 (36.95 MB)
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1 Numpy Intro.mp4 (7.63 MB)
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2 Numpy shape & Numpy size.mp4 (40.81 MB)
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3 Creating Numpy nd arrays using Numpy functions.mp4 (40.61 MB)
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4 Numpy unique( ) & Array slicing.mp4 (25.23 MB)
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5 Numpy Calculations and Operators.mp4 (37.34 MB)
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6 Numpy Aggregations.mp4 (22.94 MB)
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7 Numpy Reshape and Transposing.mp4 (39.46 MB)
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8 Numpy Comparing.mp4 (28.44 MB)
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9 Numpy Images Processing.mp4 (28.1 MB)
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1 Installing Jupyter Lab & Pandas.mp4 (22.95 MB)
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10 Pandas Data Analysis.mp4 (17.96 MB)
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11 Sampling Error.mp4 (23.15 MB)
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12 How to Scrape a website in Python.mp4 (143.76 MB)
MP4
13 Scrape a Table inside a Webpage using Pandas and LXML Python Modules!.mp4 (41.09 MB)
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14 Data Visualization of the Scraped Data.mp4 (49.14 MB)
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15 Save The Scraped Data to a Database.mp4 (51.8 MB)
MP4
2 SQL PostgreSQL Down and install.mp4 (21.39 MB)
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3 Database Creation.mp4 (6.71 MB)
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4 Database Restore.mp4 (10.57 MB)
MP4
5 Using Python Pandas Package to load PostgreSQL the Data Output file.mp4 (81.99 MB)
MP4
6 Fetchmany and Fetchall.mp4 (24.55 MB)
MP4
7 Querying Using Python Panadas.mp4 (33.62 MB)
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8 Pandas methods and functions.mp4 (31.94 MB)
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9 Visualizing Data.mp4 (41.3 MB)
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1 Part 1.mp4 (29.65 MB)
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2 Part 2.mp4 (134.01 MB)
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3 Part 3.mp4 (179.12 MB)
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1 Data manipulation using DataFrames.mp4 (75.83 MB)
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2 Accessing Data Using DataFrames.mp4 (79.84 MB)
MP4
3 Data aggregation and summarization.mp4 (76.92 MB)
MP4
4 Create New Columns, Drop Unnecessary Ones, and Perform Various Data Manipulation.mp4 (69.78 MB)
MP4
5 Essential Techniques for Peeking at & Describing our Data in Python.mp4 (73.03 MB)
MP4
6 Filtering Data.mp4 (75.38 MB)
MP4
1 Introduction to Data Visualization in Python.mp4 (28.56 MB)
MP4
2 Histograms - a Powerful Tool for Visualizing the Distribution of Data.mp4 (46.07 MB)
MP4
3 Visualizing Trends using a Real-World Financial Data.mp4 (41.87 MB)
MP4
4 Determining and Choosing the Appropriate Plot Type.mp4 (49.35 MB)
MP4
1 Visual Exploring of Google App Store Data.mp4 (60.96 MB)
MP4
2 Data Cleaning and Preprocessing of Google App Store Data.mp4 (46.13 MB)
MP4
3 3 Data Visualization Techniques.mp4 (97.08 MB)
MP4
4 Statistical Analysis and Hypothesis Testing.mp4 (49.78 MB)
MP4
5 Data Storytelling.mp4 (51.65 MB)
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6 Conclusion.mp4 (66.59 MB)
MP4
1 Introduction to Machine learning with scikit-learn.mp4 (52.38 MB)
MP4
1 4 movies data.rar (2.08 MB)
RAR
2 The Supervised Learning Workflow.mp4 (71.43 MB)
MP4
3 Measuring Model Performance.mp4 (61.92 MB)
MP4
MP4
2 Understanding Data Types and Structures in Python.mp4 (46.23 MB)
MP4
3 Understanding Python Data Structure Wrap up.mp4 (29.19 MB)
MP4
1 Introduction to Regression.mp4 (48.55 MB)
MP4
2 The Basics of Linear regression & Regression Performance.mp4 (57.44 MB)
MP4
3 Cross-validation for R-squared & Analyzing Cross-Validation Metrics.mp4 (63.88 MB)
MP4
4 Regularized Regression.mp4 (66.78 MB)
MP4
1 The k-Nearest Neighbors Classification Supervised ML Learning Algorithms.mp4 (60.66 MB)
MP4
2 How Good is your Model and How to use Random Forest Classifier.mp4 (59.55 MB)
MP4
3 Logistic Regression and the ROC Curve.mp4 (95.82 MB)
MP4
4 Hyperparameter Tuning with GridSearchCV & RandomizedSearchCV.mp4 (79.77 MB)
MP4
1 Preprocessing Data and Creating Dummy Variable for Categorical Data Variables.mp4 (103.72 MB)
MP4
2 Handling Missing Data And Creating The ML Pipeline.mp4 (89.97 MB)
MP4
3 Centering and Scaling Techniques in ML Supervised Learning Algorithms.mp4 (95.24 MB)
MP4
1 Evaluating Multiple Models with Examples.mp4 (87.29 MB)
MP4
2 Comparing Models.mp4 (98.9 MB)
MP4
3 Logistic Regression and Support Vector Machines for Text Classification.mp4 (80.73 MB)
MP4
1 Linear Classifier & Decision Boundaries.mp4 (99.19 MB)
MP4
2 Linear Classifiers & The Coefficients.mp4 (78.73 MB)
MP4
3 What is The Loss Function.mp4 (81.04 MB)
MP4
4 Loss Function Diagrams.mp4 (129.26 MB)
MP4
5 Logistic Regression Regularization & Identifying Negative Reviews.mp4 (143.32 MB)
MP4
6 Logistic Regression and Probabilities.mp4 (113.08 MB)
MP4
7 Multi-class Logistic Regression.mp4 (134.8 MB)
MP4
1 Unsupervised Learning The Fundamentals of Clustering.mp4 (95.03 MB)
MP4
2 Clustering Evaluation & Optimization.mp4 (77.22 MB)
MP4
3 Transforming Features for Better Clustering & Clustering Stocks Using KMeans.mp4 (105.94 MB)
MP4
4 Hierarchical Clustering & Visualizing Hierarchies.mp4 (67.95 MB)
MP4
1 t-SNE for 2-dimensional maps.mp4 (77.45 MB)
MP4
1 Visualizing The PCA Transformation & Calculating Cumulative Explained Variance.mp4 (88.16 MB)
MP4
2 Dimension Reduction with PCA.mp4 (67.33 MB)
MP4
3 Dimension Reduction with PCA and Non-negative Matrix Factorization (NMF).mp4 (134.15 MB)
MP4
1 Learn How to Building Recommender System using NMF!.mp4 (96.89 MB)
MP4
1 Introduction to Predictive Modeling and Machine Learning.mp4 (29.15 MB)
MP4
2 Data Exploration and Preprocessing of the Titanic Dataset.mp4 (42.4 MB)
MP4
3 Model Selection and Evaluation of The Titanic Dataset.mp4 (31.31 MB)
MP4
4 Model Training and Hyperparameter Tuning of The Titanic Dataset.mp4 (59.47 MB)
MP4
5 Deployment of The Predictive Models of The Titanic Dataset.mp4 (61.48 MB)
MP4
1 String Functions in Python Part 1.mp4 (17.75 MB)
MP4
10 Control Flow IF.mp4 (17.9 MB)
MP4
11 For Loop Part 1.mp4 (13.47 MB)
MP4
12 For Loop Part 2.mp4 (27.19 MB)
MP4
13 While Loop Part 1.mp4 (30.05 MB)
MP4
14 While Loop Part 2.mp4 (21.13 MB)
MP4
15 While Loop Best Practices.mp4 (15.73 MB)
MP4
16 Introduction to Functions in Python.mp4 (14.96 MB)
MP4
17 Functions in Python and Arguments.mp4 (18.69 MB)
MP4
18 Function Tips & Tricks Recursion.mp4 (9.95 MB)
MP4
19 Function Tips & Tricks Functions Decorators and Higher Order Functions.mp4 (9.65 MB)
MP4
2 String Functions in Python Part 2.mp4 (8.14 MB)
MP4
20 Functions Tips & Tricks Lambda Functions.mp4 (10.18 MB)
MP4
21 Function Tips & Tricks Functions Caching & Memoization.mp4 (18.75 MB)
MP4
22 Error Handling in Python.mp4 (9.66 MB)
MP4
23 Files and Modules in Python.mp4 (59.49 MB)
MP4
24 Creating Simple Class.mp4 (29.36 MB)
MP4
25 Overviewing Constructor.mp4 (87.95 MB)
MP4
26 Learning How to creating Dunder Methods.mp4 (20.71 MB)
MP4
27 Learning about Inheritance.mp4 (29.89 MB)
MP4
28 Knowing What is the Encapsulation.mp4 (14.43 MB)
MP4
29 Learning also about Multiple Inheritance.mp4 (22.79 MB)
MP4
3 String Functions in Python Part 3.mp4 (12.24 MB)
MP4
30 Knowing What is the Overriding.mp4 (17.89 MB)
MP4
31 Learning about Decorators.mp4 (27.46 MB)
MP4
32 Learning How to use Build-in Decorators.mp4 (39.13 MB)
MP4
4 String Functions in Python Part 4.mp4 (4.45 MB)
MP4
5 String Functions in Python Part 5.mp4 (6.52 MB)
MP4
6 Lists.mp4 (26.47 MB)
MP4
7 Tuples.mp4 (8.72 MB)
MP4
8 Sets.mp4 (26.86 MB)
MP4
9 Dictionaries.mp4 (30.31 MB)
MP4
1 Generative AI for Data Analysis.mp4 (36.9 MB)
MP4
2 Generative AI for Data Science.mp4 (36.95 MB)
MP4
1 Numpy Intro.mp4 (7.63 MB)
MP4
2 Numpy shape & Numpy size.mp4 (40.81 MB)
MP4
3 Creating Numpy nd arrays using Numpy functions.mp4 (40.61 MB)
MP4
4 Numpy unique( ) & Array slicing.mp4 (25.23 MB)
MP4
5 Numpy Calculations and Operators.mp4 (37.34 MB)
MP4
6 Numpy Aggregations.mp4 (22.94 MB)
MP4
7 Numpy Reshape and Transposing.mp4 (39.46 MB)
MP4
8 Numpy Comparing.mp4 (28.44 MB)
MP4
9 Numpy Images Processing.mp4 (28.1 MB)
MP4
1 Installing Jupyter Lab & Pandas.mp4 (22.95 MB)
MP4
10 Pandas Data Analysis.mp4 (17.96 MB)
MP4
11 Sampling Error.mp4 (23.15 MB)
MP4
12 How to Scrape a website in Python.mp4 (143.76 MB)
MP4
13 Scrape a Table inside a Webpage using Pandas and LXML Python Modules!.mp4 (41.09 MB)
MP4
14 Data Visualization of the Scraped Data.mp4 (49.14 MB)
MP4
15 Save The Scraped Data to a Database.mp4 (51.8 MB)
MP4
2 SQL PostgreSQL Down and install.mp4 (21.39 MB)
MP4
3 Database Creation.mp4 (6.71 MB)
MP4
4 Database Restore.mp4 (10.57 MB)
MP4
5 Using Python Pandas Package to load PostgreSQL the Data Output file.mp4 (81.99 MB)
MP4
6 Fetchmany and Fetchall.mp4 (24.55 MB)
MP4
7 Querying Using Python Panadas.mp4 (33.62 MB)
MP4
8 Pandas methods and functions.mp4 (31.94 MB)
MP4
9 Visualizing Data.mp4 (41.3 MB)
MP4
1 Part 1.mp4 (29.65 MB)
MP4
2 Part 2.mp4 (134.01 MB)
MP4
3 Part 3.mp4 (179.12 MB)
MP4
1 Data manipulation using DataFrames.mp4 (75.83 MB)
MP4
2 Accessing Data Using DataFrames.mp4 (79.84 MB)
MP4
3 Data aggregation and summarization.mp4 (76.92 MB)
MP4
4 Create New Columns, Drop Unnecessary Ones, and Perform Various Data Manipulation.mp4 (69.78 MB)
MP4
5 Essential Techniques for Peeking at & Describing our Data in Python.mp4 (73.03 MB)
MP4
6 Filtering Data.mp4 (75.38 MB)
MP4
1 Introduction to Data Visualization in Python.mp4 (28.56 MB)
MP4
2 Histograms - a Powerful Tool for Visualizing the Distribution of Data.mp4 (46.07 MB)
MP4
3 Visualizing Trends using a Real-World Financial Data.mp4 (41.87 MB)
MP4
4 Determining and Choosing the Appropriate Plot Type.mp4 (49.35 MB)
MP4
1 Visual Exploring of Google App Store Data.mp4 (60.96 MB)
MP4
2 Data Cleaning and Preprocessing of Google App Store Data.mp4 (46.13 MB)
MP4
3 3 Data Visualization Techniques.mp4 (97.08 MB)
MP4
4 Statistical Analysis and Hypothesis Testing.mp4 (49.78 MB)
MP4
5 Data Storytelling.mp4 (51.65 MB)
MP4
6 Conclusion.mp4 (66.59 MB)
MP4
1 Introduction to Machine learning with scikit-learn.mp4 (52.38 MB)
MP4
1 4 movies data.rar (2.08 MB)
RAR
2 The Supervised Learning Workflow.mp4 (71.43 MB)
MP4
3 Measuring Model Performance.mp4 (61.92 MB)
MP4
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um Code Inhalt zu sehen!