Mastering Machine Learning Algorithms using Python
大小
7.2 GB
文件数
243
Info Hash:
A5F6EB00E39343EB777840E44F2C7EC3147865F0
收录时间
2026-01-04 17:56:51
更新时间
2026-01-04 17:56:51
文件列表 (243)
Chapter 13 Introduction to Deep Learning/001. Introduction to Deep Learning.mp4
250.67 MB
Chapter 01 Introduction to Machine Learning/001. Course Introduction.mp4
54.9 MB
Chapter 01 Introduction to Machine Learning/002. Introduction to Machine Learning.en.srt
17.03 KB
Chapter 01 Introduction to Machine Learning/002. Introduction to Machine Learning.mp4
43.51 MB
Chapter 01 Introduction to Machine Learning/003. Machine Learning Terminology.en.srt
19.81 KB
Chapter 01 Introduction to Machine Learning/003. Machine Learning Terminology.mp4
40.83 MB
Chapter 01 Introduction to Machine Learning/004. History of Machine Learning.en.srt
22.53 KB
Chapter 01 Introduction to Machine Learning/004. History of Machine Learning.mp4
110.21 MB
Chapter 01 Introduction to Machine Learning/005. Machine Learning Use Cases and Types.en.srt
30.35 KB
Chapter 01 Introduction to Machine Learning/005. Machine Learning Use Cases and Types.mp4
71.12 MB
Chapter 01 Introduction to Machine Learning/006. Role of Data in Machine Learning.en.srt
8.67 KB
Chapter 01 Introduction to Machine Learning/006. Role of Data in Machine Learning.mp4
26.9 MB
Chapter 01 Introduction to Machine Learning/007. Challenges in Machine Learning.en.srt
26.85 KB
Chapter 01 Introduction to Machine Learning/007. Challenges in Machine Learning.mp4
90.63 MB
Chapter 01 Introduction to Machine Learning/008. Machine Learning Life Cycle and Pipelines.en.srt
28.76 KB
Chapter 01 Introduction to Machine Learning/008. Machine Learning Life Cycle and Pipelines.mp4
76.83 MB
Chapter 01 Introduction to Machine Learning/009. Regression Problems.en.srt
14.88 KB
Chapter 01 Introduction to Machine Learning/009. Regression Problems.mp4
38.93 MB
Chapter 01 Introduction to Machine Learning/010. Regression Models and Performance Metrics.en.srt
17.06 KB
Chapter 01 Introduction to Machine Learning/010. Regression Models and Performance Metrics.mp4
51.94 MB
Chapter 01 Introduction to Machine Learning/011. Classification Problems and Performance Metrics.en.srt
18.5 KB
Chapter 01 Introduction to Machine Learning/011. Classification Problems and Performance Metrics.mp4
48.88 MB
Chapter 01 Introduction to Machine Learning/012. Optimizing Classification Metrics.en.srt
13.49 KB
Chapter 01 Introduction to Machine Learning/012. Optimizing Classification Metrics.mp4
73.59 MB
Chapter 01 Introduction to Machine Learning/013. Bias and Variance.en.srt
12.95 KB
Chapter 01 Introduction to Machine Learning/013. Bias and Variance.mp4
35.43 MB
Chapter 02 Statistical Techniques/001. Statistics and Experiments.en.srt
28.21 KB
Chapter 02 Statistical Techniques/001. Statistics and Experiments.mp4
63.91 MB
Chapter 02 Statistical Techniques/002. Types of Data and Descriptive Statistics.en.srt
27.22 KB
Chapter 02 Statistical Techniques/002. Types of Data and Descriptive Statistics.mp4
65.39 MB
Chapter 02 Statistical Techniques/003. Random Variables and Normal Distribution.en.srt
8.4 KB
Chapter 02 Statistical Techniques/003. Random Variables and Normal Distribution.mp4
25.9 MB
Chapter 02 Statistical Techniques/004. Histograms and Normal Approximation.en.srt
26.08 KB
Chapter 02 Statistical Techniques/004. Histograms and Normal Approximation.mp4
89.08 MB
Chapter 02 Statistical Techniques/005. Central Limit Theorem.en.srt
23.61 KB
Chapter 02 Statistical Techniques/005. Central Limit Theorem.mp4
75.73 MB
Chapter 02 Statistical Techniques/006. Probability Theory.en.srt
17.07 KB
Chapter 02 Statistical Techniques/006. Probability Theory.mp4
64.81 MB
Chapter 02 Statistical Techniques/007. Binomial Theory - Expected Value and Standard Error.en.srt
25.13 KB
Chapter 02 Statistical Techniques/007. Binomial Theory - Expected Value and Standard Error.mp4
80.65 MB
Chapter 02 Statistical Techniques/008. Hypothesis Testing.en.srt
30.7 KB
Chapter 02 Statistical Techniques/008. Hypothesis Testing.mp4
95.75 MB
Chapter 03 Learning Python/001. Introduction to Python.en.srt
10.84 KB
Chapter 03 Learning Python/001. Introduction to Python.mp4
25.55 MB
Chapter 03 Learning Python/002. Starting with Python with Jupyter Notebook.en.srt
14.64 KB
Chapter 03 Learning Python/002. Starting with Python with Jupyter Notebook.mp4
41.51 MB
Chapter 03 Learning Python/003. Python Variables and Conditions.en.srt
32.22 KB
Chapter 03 Learning Python/003. Python Variables and Conditions.mp4
84.47 MB
Chapter 03 Learning Python/004. Python Iterations 1.en.srt
18.79 KB
Chapter 03 Learning Python/004. Python Iterations 1.mp4
47.41 MB
Chapter 03 Learning Python/005. Python Iterations 2.en.srt
14.32 KB
Chapter 03 Learning Python/005. Python Iterations 2.mp4
37.97 MB
Chapter 03 Learning Python/006. Python Lists.en.srt
20.45 KB
Chapter 03 Learning Python/006. Python Lists.mp4
76.3 MB
Chapter 03 Learning Python/007. Python Tuples.en.srt
24.17 KB
Chapter 03 Learning Python/007. Python Tuples.mp4
86.1 MB
Chapter 03 Learning Python/008. Python Dictionaries 1.en.srt
19.97 KB
Chapter 03 Learning Python/008. Python Dictionaries 1.mp4
82.3 MB
Chapter 03 Learning Python/009. Python Dictionaries 2.en.srt
6.72 KB
Chapter 03 Learning Python/009. Python Dictionaries 2.mp4
31.31 MB
Chapter 03 Learning Python/010. Python Sets 1.en.srt
33.55 KB
Chapter 03 Learning Python/010. Python Sets 1.mp4
130.35 MB
Chapter 03 Learning Python/011. Python Sets 2.en.srt
2.69 KB
Chapter 03 Learning Python/011. Python Sets 2.mp4
9.8 MB
Chapter 03 Learning Python/012. Numpy Arrays 1.en.srt
19.51 KB
Chapter 03 Learning Python/012. Numpy Arrays 1.mp4
63.61 MB
Chapter 03 Learning Python/013. Numpy Arrays 2.en.srt
19.82 KB
Chapter 03 Learning Python/013. Numpy Arrays 2.mp4
65.69 MB
Chapter 03 Learning Python/014. Numpy Arrays 3.en.srt
18.48 KB
Chapter 03 Learning Python/014. Numpy Arrays 3.mp4
53.14 MB
Chapter 03 Learning Python/015. Pandas Series 1.en.srt
20.74 KB
Chapter 03 Learning Python/015. Pandas Series 1.mp4
69.94 MB
Chapter 03 Learning Python/016. Pandas Series 2.en.srt
22.38 KB
Chapter 03 Learning Python/016. Pandas Series 2.mp4
93.7 MB
Chapter 03 Learning Python/017. Pandas Series 3.en.srt
22.49 KB
Chapter 03 Learning Python/017. Pandas Series 3.mp4
79.6 MB
Chapter 03 Learning Python/018. Pandas Series 4.en.srt
20.18 KB
Chapter 03 Learning Python/018. Pandas Series 4.mp4
73.34 MB
Chapter 03 Learning Python/019. Pandas DataFrame 1.en.srt
20.63 KB
Chapter 03 Learning Python/019. Pandas DataFrame 1.mp4
61.27 MB
Chapter 03 Learning Python/020. Pandas DataFrame 2.en.srt
19.2 KB
Chapter 03 Learning Python/020. Pandas DataFrame 2.mp4
58.49 MB
Chapter 03 Learning Python/021. Pandas DataFrame 3.en.srt
18.03 KB
Chapter 03 Learning Python/021. Pandas DataFrame 3.mp4
69.28 MB
Chapter 03 Learning Python/022. Pandas DataFrame 4.en.srt
18.46 KB
Chapter 03 Learning Python/022. Pandas DataFrame 4.mp4
57.57 MB
Chapter 03 Learning Python/023. Pandas DataFrame 5.en.srt
28.19 KB
Chapter 03 Learning Python/023. Pandas DataFrame 5.mp4
120.27 MB
Chapter 03 Learning Python/024. Pandas DataFrame 6.en.srt
20.16 KB
Chapter 03 Learning Python/024. Pandas DataFrame 6.mp4
67.04 MB
Chapter 03 Learning Python/025. Python User Defined Functions.en.srt
20.41 KB
Chapter 03 Learning Python/025. Python User Defined Functions.mp4
50.22 MB
Chapter 03 Learning Python/026. Python Lambda Functions.en.srt
27.08 KB
Chapter 03 Learning Python/026. Python Lambda Functions.mp4
78.4 MB
Chapter 03 Learning Python/027. Python Lambda Functions and Date-Time Operations.en.srt
24.38 KB
Chapter 03 Learning Python/027. Python Lambda Functions and Date-Time Operations.mp4
63.6 MB
Chapter 03 Learning Python/028. Python String Operations.en.srt
17.71 KB
Chapter 03 Learning Python/028. Python String Operations.mp4
44.69 MB
Chapter 04 Exploratory Data Analysis/001. Exploratory Data Analysis.en.srt
22.86 KB
Chapter 04 Exploratory Data Analysis/001. Exploratory Data Analysis.mp4
54.89 MB
Chapter 04 Exploratory Data Analysis/002. Tools and Processes of EDA.en.srt
23.65 KB
Chapter 04 Exploratory Data Analysis/002. Tools and Processes of EDA.mp4
67.36 MB
Chapter 04 Exploratory Data Analysis/003. EDA Project 1.en.srt
22.94 KB
Chapter 04 Exploratory Data Analysis/003. EDA Project 1.mp4
79.68 MB
Chapter 04 Exploratory Data Analysis/004. EDA Project 2.en.srt
20.94 KB
Chapter 04 Exploratory Data Analysis/004. EDA Project 2.mp4
61.04 MB
Chapter 04 Exploratory Data Analysis/005. EDA Project 3.en.srt
13.37 KB
Chapter 04 Exploratory Data Analysis/005. EDA Project 3.mp4
29.68 MB
Chapter 04 Exploratory Data Analysis/006. EDA Project 4.en.srt
26.03 KB
Chapter 04 Exploratory Data Analysis/006. EDA Project 4.mp4
65.01 MB
Chapter 04 Exploratory Data Analysis/007. EDA Project 5.en.srt
21.64 KB
Chapter 04 Exploratory Data Analysis/007. EDA Project 5.mp4
72.04 MB
Chapter 04 Exploratory Data Analysis/008. EDA Project 6.en.srt
25.18 KB
Chapter 04 Exploratory Data Analysis/008. EDA Project 6.mp4
77.86 MB
Chapter 04 Exploratory Data Analysis/009. EDA Project 7.en.srt
37.67 KB
Chapter 04 Exploratory Data Analysis/009. EDA Project 7.mp4
131.88 MB
Chapter 05 Linear Regression/001. Linear Regression Introduction.en.srt
27.04 KB
Chapter 05 Linear Regression/001. Linear Regression Introduction.mp4
51.62 MB
Chapter 05 Linear Regression/002. Training and Cost Function.en.srt
34.81 KB
Chapter 05 Linear Regression/002. Training and Cost Function.mp4
80.49 MB
Chapter 05 Linear Regression/003. Cost Functions and Gradient Descent.en.srt
18.55 KB
Chapter 05 Linear Regression/003. Cost Functions and Gradient Descent.mp4
68.19 MB
Chapter 05 Linear Regression/004. Linear Regression - Practical Approach.en.srt
23 KB
Chapter 05 Linear Regression/004. Linear Regression - Practical Approach.mp4
58.18 MB
Chapter 05 Linear Regression/005. Feature Scaling and Cost Functions.en.srt
17.5 KB
Chapter 05 Linear Regression/005. Feature Scaling and Cost Functions.mp4
53.33 MB
Chapter 05 Linear Regression/006. OLS Assumptions and Testing.en.srt
26.11 KB
Chapter 05 Linear Regression/006. OLS Assumptions and Testing.mp4
87.19 MB
Chapter 05 Linear Regression/007. Car Price Prediction.en.srt
20.2 KB
Chapter 05 Linear Regression/007. Car Price Prediction.mp4
71.86 MB
Chapter 05 Linear Regression/008. Data Preparation and Analysis 1.en.srt
18.82 KB
Chapter 05 Linear Regression/008. Data Preparation and Analysis 1.mp4
48.39 MB
Chapter 05 Linear Regression/009. Data Preparation and Analysis 2.en.srt
20.96 KB
Chapter 05 Linear Regression/009. Data Preparation and Analysis 2.mp4
54.83 MB
Chapter 05 Linear Regression/010. Data Preparation and Analysis 3.en.srt
25.93 KB
Chapter 05 Linear Regression/010. Data Preparation and Analysis 3.mp4
99.71 MB
Chapter 05 Linear Regression/011. Model Building.en.srt
22.5 KB
Chapter 05 Linear Regression/011. Model Building.mp4
82.63 MB
Chapter 05 Linear Regression/012. Model Evaluation and Optimization.en.srt
20.44 KB
Chapter 05 Linear Regression/012. Model Evaluation and Optimization.mp4
75.5 MB
Chapter 05 Linear Regression/013. Model Optimization.en.srt
4.55 KB
Chapter 05 Linear Regression/013. Model Optimization.mp4
13.46 MB
Chapter 06 Logistic Regression/001. Logistic Regression Introduction.en.srt
20.48 KB
Chapter 06 Logistic Regression/001. Logistic Regression Introduction.mp4
77.19 MB
Chapter 06 Logistic Regression/002. Logit Model.en.srt
34.8 KB
Chapter 06 Logistic Regression/002. Logit Model.mp4
92.19 MB
Chapter 06 Logistic Regression/003. Telecom Churn Case Study.en.srt
24.97 KB
Chapter 06 Logistic Regression/003. Telecom Churn Case Study.mp4
78.41 MB
Chapter 06 Logistic Regression/004. Data Analysis and Feature Engineering.en.srt
32.67 KB
Chapter 06 Logistic Regression/004. Data Analysis and Feature Engineering.mp4
103.29 MB
Chapter 06 Logistic Regression/005. Build the Logistic Model.en.srt
17.68 KB
Chapter 06 Logistic Regression/005. Build the Logistic Model.mp4
81.25 MB
Chapter 06 Logistic Regression/006. Model Evaluation - AUC-ROC.en.srt
33.1 KB
Chapter 06 Logistic Regression/006. Model Evaluation - AUC-ROC.mp4
121.36 MB
Chapter 06 Logistic Regression/007. Model Optimization 1.en.srt
21 KB
Chapter 06 Logistic Regression/007. Model Optimization 1.mp4
67.42 MB
Chapter 06 Logistic Regression/008. Model Optimization 2.en.srt
19 KB
Chapter 06 Logistic Regression/008. Model Optimization 2.mp4
61.83 MB
Chapter 07 Naive Bayes Classification Algorithm/001. Naive Bayes Probability Model.en.srt
21.13 KB
Chapter 07 Naive Bayes Classification Algorithm/001. Naive Bayes Probability Model.mp4
60.85 MB
Chapter 07 Naive Bayes Classification Algorithm/002. Naive Bayes Probability Computation.en.srt
21.93 KB
Chapter 07 Naive Bayes Classification Algorithm/002. Naive Bayes Probability Computation.mp4
68.3 MB
Chapter 07 Naive Bayes Classification Algorithm/003. Employee Attrition Case Study.en.srt
23.76 KB
Chapter 07 Naive Bayes Classification Algorithm/003. Employee Attrition Case Study.mp4
71.59 MB
Chapter 07 Naive Bayes Classification Algorithm/004. Model Building and Optimization.en.srt
21.5 KB
Chapter 07 Naive Bayes Classification Algorithm/004. Model Building and Optimization.mp4
55.3 MB
Chapter 08 Decision Tree Classifier/001. Decision Tree - Model Concept.en.srt
22.13 KB
Chapter 08 Decision Tree Classifier/001. Decision Tree - Model Concept.mp4
52.55 MB
Chapter 08 Decision Tree Classifier/002. Decision Tree - Learning Steps.en.srt
27.68 KB
Chapter 08 Decision Tree Classifier/002. Decision Tree - Learning Steps.mp4
81.98 MB
Chapter 08 Decision Tree Classifier/003. Gini Index and Entropy Measures.en.srt
21.83 KB
Chapter 08 Decision Tree Classifier/003. Gini Index and Entropy Measures.mp4
61.15 MB
Chapter 08 Decision Tree Classifier/004. Pruning and Hyperparameter Tuning.en.srt
15.02 KB
Chapter 08 Decision Tree Classifier/004. Pruning and Hyperparameter Tuning.mp4
48.26 MB
Chapter 08 Decision Tree Classifier/005. Iris Dataset Case Study.en.srt
24.68 KB
Chapter 08 Decision Tree Classifier/005. Iris Dataset Case Study.mp4
70.26 MB
Chapter 08 Decision Tree Classifier/006. Model Optimization using Grid Search Cross Validation.en.srt
22.09 KB
Chapter 08 Decision Tree Classifier/006. Model Optimization using Grid Search Cross Validation.mp4
85.51 MB
Chapter 09 Random Forest Ensemble/001. Ensemble Techniques Bagging and Random Forest.en.srt
25.1 KB
Chapter 09 Random Forest Ensemble/001. Ensemble Techniques Bagging and Random Forest.mp4
59.71 MB
Chapter 09 Random Forest Ensemble/002. Random Forest Steps Pruning and Optimization.en.srt
29.7 KB
Chapter 09 Random Forest Ensemble/002. Random Forest Steps Pruning and Optimization.mp4
77.5 MB
Chapter 09 Random Forest Ensemble/003. Model Building and Hyperparameter Tuning using Grid Search CV.en.srt
25.66 KB
Chapter 09 Random Forest Ensemble/003. Model Building and Hyperparameter Tuning using Grid Search CV.mp4
87.91 MB
Chapter 09 Random Forest Ensemble/004. Optimization Continued.en.srt
13.33 KB
Chapter 09 Random Forest Ensemble/004. Optimization Continued.mp4
53.24 MB
Chapter 10 Support Vector Machine/001. Support Vector Machine Concepts.en.srt
26.76 KB
Chapter 10 Support Vector Machine/001. Support Vector Machine Concepts.mp4
70.54 MB
Chapter 10 Support Vector Machine/002. Support Vector Machine Metrics and Polynomial SVM.en.srt
19.42 KB
Chapter 10 Support Vector Machine/002. Support Vector Machine Metrics and Polynomial SVM.mp4
63.44 MB
Chapter 10 Support Vector Machine/003. Support Vector Machine Project 1.en.srt
18.65 KB
Chapter 10 Support Vector Machine/003. Support Vector Machine Project 1.mp4
48.39 MB
Chapter 10 Support Vector Machine/004. Support Vector Machine Predictions.en.srt
5.83 KB
Chapter 10 Support Vector Machine/004. Support Vector Machine Predictions.mp4
21.79 MB
Chapter 10 Support Vector Machine/005. Support Vector Machine - Classifying Polynomial Data.en.srt
13.14 KB
Chapter 10 Support Vector Machine/005. Support Vector Machine - Classifying Polynomial Data.mp4
42.89 MB
Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/001. Principal Component Analysis - Concepts.en.srt
25.51 KB
Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/001. Principal Component Analysis - Concepts.mp4
85.83 MB
Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/002. Principal Component Analysis - Computations 1.en.srt
29.26 KB
Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/002. Principal Component Analysis - Computations 1.mp4
64.74 MB
Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/003. Principal Component Analysis - Computations 2.en.srt
17.75 KB
Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/003. Principal Component Analysis - Computations 2.mp4
46.72 MB
Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/004. Principal Component Analysis Practicals.en.srt
20.3 KB
Chapter 11 Dimensionality Reduction - Principal Component Analysis (PCA)/004. Principal Component Analysis Practicals.mp4
58.01 MB
Chapter 12 Unsupervised Learning using K-Means Clustering/001. Unsupervised Learning - K-Mean Clustering.en.srt
22.12 KB
Chapter 12 Unsupervised Learning using K-Means Clustering/001. Unsupervised Learning - K-Mean Clustering.mp4
64.79 MB
Chapter 12 Unsupervised Learning using K-Means Clustering/002. K-Means Clustering Computation.en.srt
40.84 KB
Chapter 12 Unsupervised Learning using K-Means Clustering/002. K-Means Clustering Computation.mp4
114.86 MB
Chapter 12 Unsupervised Learning using K-Means Clustering/003. K-Means Clustering Optimization.en.srt
12.29 KB
Chapter 12 Unsupervised Learning using K-Means Clustering/003. K-Means Clustering Optimization.mp4
30.79 MB
Chapter 12 Unsupervised Learning using K-Means Clustering/004. K-Means - Data Preparation and Modelling.en.srt
23.32 KB
Chapter 12 Unsupervised Learning using K-Means Clustering/004. K-Means - Data Preparation and Modelling.mp4
65.68 MB
Chapter 12 Unsupervised Learning using K-Means Clustering/005. K-Means - Model Optimization.en.srt
19.09 KB
Chapter 12 Unsupervised Learning using K-Means Clustering/005. K-Means - Model Optimization.mp4
53.26 MB
Chapter 13 Introduction to Deep Learning/001. Introduction to Deep Learning.en.srt
103.65 KB
Chapter 01 Introduction to Machine Learning/001. Course Introduction.en.srt
21.74 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/README.md
52 B
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Car_sales.csv
11.58 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Car_sales.xls
70.5 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/CarPrice_Assignment.csv
25.89 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Car-price-prediction-linear-regression-Intro-version.ipynb
231.66 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/churn_data.csv
473.06 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/credit-card-default.csv
2.73 MB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/customer_data.csv
177.32 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/customer-segmentation-k-means-analysis.ipynb
547.31 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Decision_Tree_IRIS.ipynb
456.18 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/EDA-Overview-Lending-Club.ipynb
346.56 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Employee-Attrition-using-Naive-Bayes.ipynb
46.52 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Fashion_MNIST_Image_Classification_using_Deep_Learning_tf_Keras.ipynb
12.48 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/gapminderData.csv
80.16 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Handwritten-Digit-MNIST-SVM.ipynb
110.23 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/HR-Employee-Attrition.csv
221.2 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/internet_data.csv
448.67 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/iris_csv.csv
4.49 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Lending-Club-EDA-Project.ipynb
797.07 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/loan.csv
31.3 MB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Machine-Learning-Foundations.ipynb
809.06 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Mall_Customers.csv
3.69 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/newhousing.csv
31.52 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/PCA-Housing.ipynb
68.95 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Python-Intro-Numpy-Pandas.ipynb
673.17 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/Random-Forest-Credit-Default-Prediction.ipynb
203.87 KB
z.Mastering-Machine-Learning-Algorithms-using-Python-main/Code-and-Data-Files/telecom-churn-prediction-logistic-regression.ipynb
782.2 KB