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[FreeCourseSite.com] Udemy - Machine Learning A-Z AI, Python & R + ChatGPT Bonus 2023
magnet:?xt=urn:btih:482e410d91653553d95fbdac5de8375114cda697&dn=[FreeCourseSite.com] Udemy - Machine Learning A-Z AI, Python & R + ChatGPT Bonus 2023
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Hash值:
482e410d91653553d95fbdac5de8375114cda697
点击数:
162
文件大小:
10.27 GB
文件数量:
343
创建日期:
2023-11-1 06:08
最后访问:
2024-5-31 11:12
访问标签:
FreeCourseSite
com
Udemy
-
Machine
Learning
A-Z
AI
Python
&
R
ChatGPT
Bonus
2023
文件列表详情
01 - Welcome to the course! Here we will help you get started in the best conditions/002 Machine Learning Demo - Get Excited!.mp4 50.77 MB
01 - Welcome to the course! Here we will help you get started in the best conditions/004 How to use the ML A-Z folder & Google Colab.mp4 25.62 MB
01 - Welcome to the course! Here we will help you get started in the best conditions/005 Installing R and R Studio (Mac, Linux & Windows).mp4 33.59 MB
02 - -------------------- Part 1 Data Preprocessing --------------------/002 The Machine Learning process.mp4 7.98 MB
02 - -------------------- Part 1 Data Preprocessing --------------------/003 Splitting the data into a Training and Test set.mp4 5.36 MB
02 - -------------------- Part 1 Data Preprocessing --------------------/004 Feature Scaling.mp4 14.02 MB
03 - Data Preprocessing in Python/001 Getting Started - Step 1.mp4 10.78 MB
03 - Data Preprocessing in Python/002 Getting Started - Step 2.mp4 35.12 MB
03 - Data Preprocessing in Python/003 Importing the Libraries.mp4 7.45 MB
03 - Data Preprocessing in Python/004 Importing the Dataset - Step 1.mp4 12.55 MB
03 - Data Preprocessing in Python/005 Importing the Dataset - Step 2.mp4 9.8 MB
03 - Data Preprocessing in Python/006 Importing the Dataset - Step 3.mp4 13.92 MB
03 - Data Preprocessing in Python/008 Taking care of Missing Data - Step 1.mp4 16.08 MB
03 - Data Preprocessing in Python/009 Taking care of Missing Data - Step 2.mp4 29.43 MB
03 - Data Preprocessing in Python/010 Encoding Categorical Data - Step 1.mp4 13.44 MB
03 - Data Preprocessing in Python/011 Encoding Categorical Data - Step 2.mp4 19.73 MB
03 - Data Preprocessing in Python/012 Encoding Categorical Data - Step 3.mp4 14.11 MB
03 - Data Preprocessing in Python/013 Splitting the dataset into the Training set and Test set - Step 1.mp4 10.31 MB
03 - Data Preprocessing in Python/014 Splitting the dataset into the Training set and Test set - Step 2.mp4 13.67 MB
03 - Data Preprocessing in Python/015 Splitting the dataset into the Training set and Test set - Step 3.mp4 11.64 MB
03 - Data Preprocessing in Python/016 Feature Scaling - Step 1.mp4 13.07 MB
03 - Data Preprocessing in Python/017 Feature Scaling - Step 2.mp4 11.71 MB
03 - Data Preprocessing in Python/018 Feature Scaling - Step 3.mp4 11.23 MB
03 - Data Preprocessing in Python/019 Feature Scaling - Step 4.mp4 16.87 MB
04 - Data Preprocessing in R/001 Getting Started.mp4 4.06 MB
04 - Data Preprocessing in R/002 Dataset Description.mp4 6.42 MB
04 - Data Preprocessing in R/003 Importing the Dataset.mp4 6.91 MB
04 - Data Preprocessing in R/004 Taking care of Missing Data.mp4 21.44 MB
04 - Data Preprocessing in R/005 Encoding Categorical Data.mp4 63.89 MB
04 - Data Preprocessing in R/006 Splitting the dataset into the Training set and Test set - Step 1.mp4 16.6 MB
04 - Data Preprocessing in R/007 Splitting the dataset into the Training set and Test set - Step 2.mp4 19.66 MB
04 - Data Preprocessing in R/008 Feature Scaling - Step 1.mp4 22.81 MB
04 - Data Preprocessing in R/009 Feature Scaling - Step 2.mp4 36.32 MB
04 - Data Preprocessing in R/010 Data Preprocessing Template.mp4 22.6 MB
06 - Simple Linear Regression/001 Simple Linear Regression Intuition.mp4 4.97 MB
06 - Simple Linear Regression/002 Ordinary Least Squares.mp4 12.73 MB
06 - Simple Linear Regression/003 Simple Linear Regression in Python - Step 1a.mp4 8.69 MB
06 - Simple Linear Regression/004 Simple Linear Regression in Python - Step 1b.mp4 14.54 MB
06 - Simple Linear Regression/005 Simple Linear Regression in Python - Step 2a.mp4 8.46 MB
06 - Simple Linear Regression/006 Simple Linear Regression in Python - Step 2b.mp4 10.85 MB
06 - Simple Linear Regression/007 Simple Linear Regression in Python - Step 3.mp4 21.02 MB
06 - Simple Linear Regression/008 Simple Linear Regression in Python - Step 4a.mp4 17.66 MB
06 - Simple Linear Regression/009 Simple Linear Regression in Python - Step 4b.mp4 19.35 MB
06 - Simple Linear Regression/011 Simple Linear Regression in R - Step 1.mp4 11.3 MB
06 - Simple Linear Regression/012 Simple Linear Regression in R - Step 2.mp4 19.09 MB
06 - Simple Linear Regression/013 Simple Linear Regression in R - Step 3.mp4 14.61 MB
06 - Simple Linear Regression/014 Simple Linear Regression in R - Step 4a.mp4 28.99 MB
06 - Simple Linear Regression/015 Simple Linear Regression in R - Step 4b.mp4 20.68 MB
07 - Multiple Linear Regression/001 Dataset + Business Problem Description.mp4 14.09 MB
07 - Multiple Linear Regression/002 Multiple Linear Regression Intuition.mp4 8.41 MB
07 - Multiple Linear Regression/003 Assumptions of Linear Regression.mp4 24.61 MB
07 - Multiple Linear Regression/004 Multiple Linear Regression Intuition - Step 3.mp4 19.01 MB
07 - Multiple Linear Regression/005 Multiple Linear Regression Intuition - Step 4.mp4 16.46 MB
07 - Multiple Linear Regression/006 Understanding the P-Value.mp4 23.16 MB
07 - Multiple Linear Regression/007 Multiple Linear Regression Intuition - Step 5.mp4 33.4 MB
07 - Multiple Linear Regression/008 Multiple Linear Regression in Python - Step 1a.mp4 18.88 MB
07 - Multiple Linear Regression/009 Multiple Linear Regression in Python - Step 1b.mp4 12.28 MB
07 - Multiple Linear Regression/010 Multiple Linear Regression in Python - Step 2a.mp4 28.52 MB
07 - Multiple Linear Regression/011 Multiple Linear Regression in Python - Step 2b.mp4 38.08 MB
07 - Multiple Linear Regression/012 Multiple Linear Regression in Python - Step 3a.mp4 14.75 MB
07 - Multiple Linear Regression/013 Multiple Linear Regression in Python - Step 3b.mp4 14.65 MB
07 - Multiple Linear Regression/014 Multiple Linear Regression in Python - Step 4a.mp4 38.97 MB
07 - Multiple Linear Regression/015 Multiple Linear Regression in Python - Step 4b.mp4 14.17 MB
07 - Multiple Linear Regression/018 Multiple Linear Regression in R - Step 1a.mp4 10.6 MB
07 - Multiple Linear Regression/019 Multiple Linear Regression in R - Step 1b.mp4 14.67 MB
07 - Multiple Linear Regression/020 Multiple Linear Regression in R - Step 2a.mp4 26.69 MB
07 - Multiple Linear Regression/021 Multiple Linear Regression in R - Step 2b.mp4 17.74 MB
07 - Multiple Linear Regression/022 Multiple Linear Regression in R - Step 3.mp4 14.31 MB
07 - Multiple Linear Regression/023 Multiple Linear Regression in R - Backward Elimination - HOMEWORK !.mp4 64.53 MB
07 - Multiple Linear Regression/024 Multiple Linear Regression in R - Backward Elimination - Homework Solution.mp4 32.47 MB
08 - Polynomial Regression/001 Polynomial Regression Intuition.mp4 8.59 MB
08 - Polynomial Regression/002 Polynomial Regression in Python - Step 1a.mp4 7.46 MB
08 - Polynomial Regression/003 Polynomial Regression in Python - Step 1b.mp4 19.74 MB
08 - Polynomial Regression/004 Polynomial Regression in Python - Step 2a.mp4 16.46 MB
08 - Polynomial Regression/005 Polynomial Regression in Python - Step 2b.mp4 17.97 MB
08 - Polynomial Regression/006 Polynomial Regression in Python - Step 3a.mp4 19.74 MB
08 - Polynomial Regression/007 Polynomial Regression in Python - Step 3b.mp4 18.29 MB
08 - Polynomial Regression/008 Polynomial Regression in Python - Step 4a.mp4 11.15 MB
08 - Polynomial Regression/009 Polynomial Regression in Python - Step 4b.mp4 9.03 MB
08 - Polynomial Regression/010 Polynomial Regression in R - Step 1a.mp4 16.84 MB
08 - Polynomial Regression/011 Polynomial Regression in R - Step 1b.mp4 13.7 MB
08 - Polynomial Regression/012 Polynomial Regression in R - Step 2a.mp4 14.45 MB
08 - Polynomial Regression/013 Polynomial Regression in R - Step 2b.mp4 23.87 MB
08 - Polynomial Regression/014 Polynomial Regression in R - Step 3a.mp4 20.72 MB
08 - Polynomial Regression/015 Polynomial Regression in R - Step 3b.mp4 19.55 MB
08 - Polynomial Regression/016 Polynomial Regression in R - Step 3c.mp4 16.17 MB
08 - Polynomial Regression/017 Polynomial Regression in R - Step 4a.mp4 14.99 MB
08 - Polynomial Regression/018 Polynomial Regression in R - Step 4b.mp4 14.25 MB
08 - Polynomial Regression/019 R Regression Template - Step 1.mp4 20.57 MB
08 - Polynomial Regression/020 R Regression Template - Step 2.mp4 13.55 MB
09 - Support Vector Regression (SVR)/001 SVR Intuition (Updated!).mp4 36.83 MB
09 - Support Vector Regression (SVR)/002 Heads-up on non-linear SVR.mp4 19.76 MB
09 - Support Vector Regression (SVR)/003 SVR in Python - Step 1a.mp4 12.06 MB
09 - Support Vector Regression (SVR)/004 SVR in Python - Step 1b.mp4 9.49 MB
09 - Support Vector Regression (SVR)/005 SVR in Python - Step 2a.mp4 17.15 MB
09 - Support Vector Regression (SVR)/006 SVR in Python - Step 2b.mp4 14.96 MB
09 - Support Vector Regression (SVR)/007 SVR in Python - Step 2c.mp4 8.54 MB
09 - Support Vector Regression (SVR)/008 SVR in Python - Step 3.mp4 26.92 MB
09 - Support Vector Regression (SVR)/009 SVR in Python - Step 4.mp4 10.87 MB
09 - Support Vector Regression (SVR)/010 SVR in Python - Step 5a.mp4 11.47 MB
09 - Support Vector Regression (SVR)/011 SVR in Python - Step 5b.mp4 24.71 MB
09 - Support Vector Regression (SVR)/012 SVR in R - Step 1.mp4 17.23 MB
09 - Support Vector Regression (SVR)/013 SVR in R - Step 2.mp4 13.44 MB
10 - Decision Tree Regression/001 Decision Tree Regression Intuition.mp4 23.24 MB
10 - Decision Tree Regression/002 Decision Tree Regression in Python - Step 1a.mp4 9.32 MB
10 - Decision Tree Regression/003 Decision Tree Regression in Python - Step 1b.mp4 11.06 MB
10 - Decision Tree Regression/004 Decision Tree Regression in Python - Step 2.mp4 12.15 MB
10 - Decision Tree Regression/005 Decision Tree Regression in Python - Step 3.mp4 8.38 MB
10 - Decision Tree Regression/006 Decision Tree Regression in Python - Step 4.mp4 11.67 MB
10 - Decision Tree Regression/007 Decision Tree Regression in R - Step 1.mp4 16.65 MB
10 - Decision Tree Regression/008 Decision Tree Regression in R - Step 2.mp4 64.4 MB
10 - Decision Tree Regression/009 Decision Tree Regression in R - Step 3.mp4 10.29 MB
10 - Decision Tree Regression/010 Decision Tree Regression in R - Step 4.mp4 11.67 MB
11 - Random Forest Regression/001 Random Forest Regression Intuition.mp4 35.79 MB
11 - Random Forest Regression/002 Random Forest Regression in Python - Step 1.mp4 17.5 MB
11 - Random Forest Regression/003 Random Forest Regression in Python - Step 2.mp4 29.17 MB
11 - Random Forest Regression/004 Random Forest Regression in R - Step 1.mp4 20.1 MB
11 - Random Forest Regression/005 Random Forest Regression in R - Step 2.mp4 21.6 MB
11 - Random Forest Regression/006 Random Forest Regression in R - Step 3.mp4 16.71 MB
12 - Evaluating Regression Models Performance/001 R-Squared Intuition.mp4 16.54 MB
12 - Evaluating Regression Models Performance/002 Adjusted R-Squared Intuition.mp4 11.57 MB
13 - Regression Model Selection in Python/002 Preparation of the Regression Code Templates - Step 1.mp4 10.4 MB
13 - Regression Model Selection in Python/003 Preparation of the Regression Code Templates - Step 2.mp4 21.93 MB
13 - Regression Model Selection in Python/004 Preparation of the Regression Code Templates - Step 3.mp4 13.75 MB
13 - Regression Model Selection in Python/005 Preparation of the Regression Code Templates - Step 4.mp4 24.93 MB
13 - Regression Model Selection in Python/006 THE ULTIMATE DEMO OF THE POWERFUL REGRESSION CODE TEMPLATES IN ACTION! - STEP 1.mp4 22.75 MB
13 - Regression Model Selection in Python/007 THE ULTIMATE DEMO OF THE POWERFUL REGRESSION CODE TEMPLATES IN ACTION! - STEP 2.mp4 28.83 MB
14 - Regression Model Selection in R/001 Evaluating Regression Models Performance - Homework's Final Part.mp4 27.71 MB
14 - Regression Model Selection in R/002 Interpreting Linear Regression Coefficients.mp4 52.6 MB
16 - Logistic Regression/001 What is Classification.mp4 5.58 MB
16 - Logistic Regression/002 Logistic Regression Intuition.mp4 24.75 MB
16 - Logistic Regression/003 Maximum Likelihood.mp4 7.11 MB
16 - Logistic Regression/004 Logistic Regression in Python - Step 1a.mp4 11.9 MB
16 - Logistic Regression/005 Logistic Regression in Python - Step 1b.mp4 9.27 MB
16 - Logistic Regression/006 Logistic Regression in Python - Step 2a.mp4 29.06 MB
16 - Logistic Regression/007 Logistic Regression in Python - Step 2b.mp4 32.82 MB
16 - Logistic Regression/008 Logistic Regression in Python - Step 3a.mp4 20.41 MB
16 - Logistic Regression/009 Logistic Regression in Python - Step 3b.mp4 7.77 MB
16 - Logistic Regression/010 Logistic Regression in Python - Step 4a.mp4 17.88 MB
16 - Logistic Regression/011 Logistic Regression in Python - Step 4b.mp4 4.48 MB
16 - Logistic Regression/012 Logistic Regression in Python - Step 5.mp4 18.25 MB
16 - Logistic Regression/013 Logistic Regression in Python - Step 6a.mp4 13.77 MB
16 - Logistic Regression/014 Logistic Regression in Python - Step 6b.mp4 12.07 MB
16 - Logistic Regression/015 Logistic Regression in Python - Step 7a.mp4 20.49 MB
16 - Logistic Regression/016 Logistic Regression in Python - Step 7b.mp4 24.02 MB
16 - Logistic Regression/017 Logistic Regression in Python - Step 7c.mp4 20.16 MB
16 - Logistic Regression/019 Logistic Regression in R - Step 1.mp4 19.25 MB
16 - Logistic Regression/020 Logistic Regression in R - Step 2.mp4 12.9 MB
16 - Logistic Regression/021 Logistic Regression in R - Step 3.mp4 27.03 MB
16 - Logistic Regression/022 Logistic Regression in R - Step 4.mp4 32.59 MB
16 - Logistic Regression/024 Logistic Regression in R - Step 5a.mp4 28.65 MB
16 - Logistic Regression/025 Logistic Regression in R - Step 5b.mp4 24.7 MB
16 - Logistic Regression/026 Logistic Regression in R - Step 5c.mp4 37.4 MB
16 - Logistic Regression/028 R Classification Template.mp4 25.48 MB
17 - K-Nearest Neighbors (K-NN)/001 K-Nearest Neighbor Intuition.mp4 10.46 MB
17 - K-Nearest Neighbors (K-NN)/002 K-NN in Python - Step 1.mp4 35.04 MB
17 - K-Nearest Neighbors (K-NN)/003 K-NN in Python - Step 2.mp4 33.58 MB
17 - K-Nearest Neighbors (K-NN)/004 K-NN in Python - Step 3.mp4 34.31 MB
17 - K-Nearest Neighbors (K-NN)/005 K-NN in R - Step 1.mp4 40.57 MB
17 - K-Nearest Neighbors (K-NN)/006 K-NN in R - Step 2.mp4 17.88 MB
17 - K-Nearest Neighbors (K-NN)/007 K-NN in R - Step 3.mp4 35.8 MB
18 - Support Vector Machine (SVM)/001 SVM Intuition.mp4 20.12 MB
18 - Support Vector Machine (SVM)/002 SVM in Python - Step 1.mp4 51.51 MB
18 - Support Vector Machine (SVM)/003 SVM in Python - Step 2.mp4 37.68 MB
18 - Support Vector Machine (SVM)/004 SVM in Python - Step 3.mp4 11.75 MB
18 - Support Vector Machine (SVM)/005 SVM in R - Step 1.mp4 51.91 MB
18 - Support Vector Machine (SVM)/006 SVM in R - Step 2.mp4 42.64 MB
19 - Kernel SVM/001 Kernel SVM Intuition.mp4 6.89 MB
19 - Kernel SVM/002 Mapping to a higher dimension.mp4 31.86 MB
19 - Kernel SVM/003 The Kernel Trick.mp4 33.55 MB
19 - Kernel SVM/004 Types of Kernel Functions.mp4 10.53 MB
19 - Kernel SVM/005 Non-Linear Kernel SVR (Advanced).mp4 27.49 MB
19 - Kernel SVM/006 Kernel SVM in Python - Step 1.mp4 36.88 MB
19 - Kernel SVM/007 Kernel SVM in Python - Step 2.mp4 35.48 MB
19 - Kernel SVM/008 Kernel SVM in R - Step 1.mp4 55.33 MB
19 - Kernel SVM/009 Kernel SVM in R - Step 2.mp4 18.8 MB
19 - Kernel SVM/010 Kernel SVM in R - Step 3.mp4 37.42 MB
20 - Naive Bayes/001 Bayes Theorem.mp4 145.6 MB
20 - Naive Bayes/002 Naive Bayes Intuition.mp4 57.39 MB
20 - Naive Bayes/003 Naive Bayes Intuition (Challenge Reveal).mp4 11.81 MB
20 - Naive Bayes/004 Naive Bayes Intuition (Extras).mp4 16.11 MB
20 - Naive Bayes/005 Naive Bayes in Python - Step 1.mp4 52.57 MB
20 - Naive Bayes/006 Naive Bayes in Python - Step 2.mp4 42.02 MB
20 - Naive Bayes/007 Naive Bayes in Python - Step 3.mp4 6.67 MB
20 - Naive Bayes/008 Naive Bayes in R - Step 1.mp4 18.27 MB
20 - Naive Bayes/009 Naive Bayes in R - Step 2.mp4 22.68 MB
20 - Naive Bayes/010 Naive Bayes in R - Step 3.mp4 27.22 MB
21 - Decision Tree Classification/001 Decision Tree Classification Intuition.mp4 17.77 MB
21 - Decision Tree Classification/002 Decision Tree Classification in Python - Step 1.mp4 37.83 MB
21 - Decision Tree Classification/003 Decision Tree Classification in Python - Step 2.mp4 33.69 MB
21 - Decision Tree Classification/004 Decision Tree Classification in R - Step 1.mp4 57.77 MB
21 - Decision Tree Classification/005 Decision Tree Classification in R - Step 2.mp4 42.85 MB
21 - Decision Tree Classification/006 Decision Tree Classification in R - Step 3.mp4 21.72 MB
22 - Random Forest Classification/001 Random Forest Classification Intuition.mp4 41.56 MB
22 - Random Forest Classification/002 Random Forest Classification in Python - Step 1.mp4 34.92 MB
22 - Random Forest Classification/003 Random Forest Classification in Python - Step 2.mp4 32.83 MB
22 - Random Forest Classification/004 Random Forest Classification in R - Step 1.mp4 24.03 MB
22 - Random Forest Classification/005 Random Forest Classification in R - Step 2.mp4 38.98 MB
22 - Random Forest Classification/006 Random Forest Classification in R - Step 3.mp4 44 MB
23 - Classification Model Selection in Python/002 Confusion Matrix & Accuracy Ratios.mp4 28.7 MB
23 - Classification Model Selection in Python/003 ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION - STEP 1.mp4 21.03 MB
23 - Classification Model Selection in Python/004 ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION - STEP 2.mp4 33 MB
23 - Classification Model Selection in Python/005 ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION - STEP 3.mp4 21.68 MB
23 - Classification Model Selection in Python/006 ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION - STEP 4.mp4 8.1 MB
24 - Evaluating Classification Models Performance/001 False Positives & False Negatives.mp4 19.69 MB
24 - Evaluating Classification Models Performance/002 Accuracy Paradox.mp4 4.21 MB
24 - Evaluating Classification Models Performance/003 CAP Curve.mp4 18.98 MB
24 - Evaluating Classification Models Performance/004 CAP Curve Analysis.mp4 14.41 MB
26 - K-Means Clustering/001 What is Clustering (Supervised vs Unsupervised Learning).mp4 15.45 MB
26 - K-Means Clustering/002 K-Means Clustering Intuition.mp4 4.09 MB
26 - K-Means Clustering/003 The Elbow Method.mp4 7.5 MB
26 - K-Means Clustering/004 K-Means++.mp4 18.73 MB
26 - K-Means Clustering/005 K-Means Clustering in Python - Step 1a.mp4 10.62 MB
26 - K-Means Clustering/006 K-Means Clustering in Python - Step 1b.mp4 15.62 MB
26 - K-Means Clustering/007 K-Means Clustering in Python - Step 2a.mp4 13.51 MB
26 - K-Means Clustering/008 K-Means Clustering in Python - Step 2b.mp4 12.8 MB
26 - K-Means Clustering/009 K-Means Clustering in Python - Step 3a.mp4 13.15 MB
26 - K-Means Clustering/010 K-Means Clustering in Python - Step 3b.mp4 13.3 MB
26 - K-Means Clustering/011 K-Means Clustering in Python - Step 3c.mp4 9.53 MB
26 - K-Means Clustering/012 K-Means Clustering in Python - Step 4.mp4 16.46 MB
26 - K-Means Clustering/013 K-Means Clustering in Python - Step 5a.mp4 15.09 MB
26 - K-Means Clustering/014 K-Means Clustering in Python - Step 5b.mp4 35.71 MB
26 - K-Means Clustering/015 K-Means Clustering in Python - Step 5c.mp4 26.67 MB
26 - K-Means Clustering/016 K-Means Clustering in R - Step 1.mp4 15.13 MB
26 - K-Means Clustering/017 K-Means Clustering in R - Step 2.mp4 27.66 MB
27 - Hierarchical Clustering/001 Hierarchical Clustering Intuition.mp4 36.21 MB
27 - Hierarchical Clustering/002 Hierarchical Clustering How Dendrograms Work.mp4 16.44 MB
27 - Hierarchical Clustering/003 Hierarchical Clustering Using Dendrograms.mp4 25.19 MB
27 - Hierarchical Clustering/004 Hierarchical Clustering in Python - Step 1.mp4 20.44 MB
27 - Hierarchical Clustering/005 Hierarchical Clustering in Python - Step 2a.mp4 10.88 MB
27 - Hierarchical Clustering/006 Hierarchical Clustering in Python - Step 2b.mp4 22.28 MB
27 - Hierarchical Clustering/007 Hierarchical Clustering in Python - Step 2c.mp4 26.52 MB
27 - Hierarchical Clustering/008 Hierarchical Clustering in Python - Step 3a.mp4 17.12 MB
27 - Hierarchical Clustering/009 Hierarchical Clustering in Python - Step 3b.mp4 15.16 MB
27 - Hierarchical Clustering/010 Hierarchical Clustering in R - Step 1.mp4 7.75 MB
27 - Hierarchical Clustering/011 Hierarchical Clustering in R - Step 2.mp4 12.95 MB
27 - Hierarchical Clustering/012 Hierarchical Clustering in R - Step 3.mp4 31.33 MB
27 - Hierarchical Clustering/013 Hierarchical Clustering in R - Step 4.mp4 19.36 MB
27 - Hierarchical Clustering/014 Hierarchical Clustering in R - Step 5.mp4 13.83 MB
29 - Apriori/001 Apriori Intuition.mp4 56.18 MB
29 - Apriori/002 Apriori in Python - Step 1.mp4 58.33 MB
29 - Apriori/003 Apriori in Python - Step 2.mp4 82.25 MB
29 - Apriori/004 Apriori in Python - Step 3.mp4 39.45 MB
29 - Apriori/005 Apriori in Python - Step 4.mp4 116.74 MB
29 - Apriori/006 Apriori in R - Step 1.mp4 73.9 MB
29 - Apriori/007 Apriori in R - Step 2.mp4 96.58 MB
29 - Apriori/008 Apriori in R - Step 3.mp4 161.67 MB
30 - Eclat/001 Eclat Intuition.mp4 24.27 MB
30 - Eclat/002 Eclat in Python.mp4 56.2 MB
30 - Eclat/003 Eclat in R.mp4 65.3 MB
32 - Upper Confidence Bound (UCB)/001 The Multi-Armed Bandit Problem.mp4 96.44 MB
32 - Upper Confidence Bound (UCB)/002 Upper Confidence Bound (UCB) Intuition.mp4 79.23 MB
32 - Upper Confidence Bound (UCB)/003 Upper Confidence Bound in Python - Step 1.mp4 44.65 MB
32 - Upper Confidence Bound (UCB)/004 Upper Confidence Bound in Python - Step 2.mp4 9.01 MB
32 - Upper Confidence Bound (UCB)/005 Upper Confidence Bound in Python - Step 3.mp4 19.05 MB
32 - Upper Confidence Bound (UCB)/006 Upper Confidence Bound in Python - Step 4.mp4 41.63 MB
32 - Upper Confidence Bound (UCB)/007 Upper Confidence Bound in Python - Step 5.mp4 16.83 MB
32 - Upper Confidence Bound (UCB)/008 Upper Confidence Bound in Python - Step 6.mp4 19.05 MB
32 - Upper Confidence Bound (UCB)/009 Upper Confidence Bound in Python - Step 7.mp4 20.47 MB
32 - Upper Confidence Bound (UCB)/010 Upper Confidence Bound in R - Step 1.mp4 33.98 MB
32 - Upper Confidence Bound (UCB)/011 Upper Confidence Bound in R - Step 2.mp4 76.2 MB
32 - Upper Confidence Bound (UCB)/012 Upper Confidence Bound in R - Step 3.mp4 98.97 MB
32 - Upper Confidence Bound (UCB)/013 Upper Confidence Bound in R - Step 4.mp4 8.47 MB
33 - Thompson Sampling/001 Thompson Sampling Intuition.mp4 48.7 MB
33 - Thompson Sampling/002 Algorithm Comparison UCB vs Thompson Sampling.mp4 17.24 MB
33 - Thompson Sampling/003 Thompson Sampling in Python - Step 1.mp4 12.93 MB
33 - Thompson Sampling/004 Thompson Sampling in Python - Step 2.mp4 34.28 MB
33 - Thompson Sampling/005 Thompson Sampling in Python - Step 3.mp4 40.29 MB
33 - Thompson Sampling/006 Thompson Sampling in Python - Step 4.mp4 20.69 MB
33 - Thompson Sampling/008 Thompson Sampling in R - Step 1.mp4 59.32 MB
33 - Thompson Sampling/009 Thompson Sampling in R - Step 2.mp4 9.72 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/002 NLP Intuition.mp4 5.19 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/003 Types of Natural Language Processing.mp4 8.14 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/004 Classical vs Deep Learning Models.mp4 83.96 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/005 Bag-Of-Words Model.mp4 37.97 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/006 Natural Language Processing in Python - Step 1.mp4 14.9 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/007 Natural Language Processing in Python - Step 2.mp4 34.79 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/008 Natural Language Processing in Python - Step 3.mp4 28.2 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/009 Natural Language Processing in Python - Step 4.mp4 35.31 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/010 Natural Language Processing in Python - Step 5.mp4 82.52 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/011 Natural Language Processing in Python - Step 6.mp4 45.08 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/014 Natural Language Processing in R - Step 1.mp4 50.54 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/016 Natural Language Processing in R - Step 2.mp4 23.76 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/017 Natural Language Processing in R - Step 3.mp4 18.61 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/018 Natural Language Processing in R - Step 4.mp4 8.8 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/019 Natural Language Processing in R - Step 5.mp4 6.16 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/020 Natural Language Processing in R - Step 6.mp4 17.39 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/021 Natural Language Processing in R - Step 7.mp4 10.55 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/022 Natural Language Processing in R - Step 8.mp4 16.7 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/023 Natural Language Processing in R - Step 9.mp4 39.29 MB
34 - -------------------- Part 7 Natural Language Processing --------------------/024 Natural Language Processing in R - Step 10.mp4 66.5 MB
35 - -------------------- Part 8 Deep Learning --------------------/002 What is Deep Learning.mp4 102.91 MB
36 - Artificial Neural Networks/001 Plan of attack.mp4 4.79 MB
36 - Artificial Neural Networks/002 The Neuron.mp4 44.1 MB
36 - Artificial Neural Networks/003 The Activation Function.mp4 17.25 MB
36 - Artificial Neural Networks/004 How do Neural Networks work.mp4 67.19 MB
36 - Artificial Neural Networks/005 How do Neural Networks learn.mp4 43.33 MB
36 - Artificial Neural Networks/006 Gradient Descent.mp4 25.66 MB
36 - Artificial Neural Networks/007 Stochastic Gradient Descent.mp4 26.82 MB
36 - Artificial Neural Networks/008 Backpropagation.mp4 14.01 MB
36 - Artificial Neural Networks/009 Business Problem Description.mp4 43.69 MB
36 - Artificial Neural Networks/010 ANN in Python - Step 1.mp4 50.84 MB
36 - Artificial Neural Networks/011 ANN in Python - Step 2.mp4 84.49 MB
36 - Artificial Neural Networks/012 ANN in Python - Step 3.mp4 38.57 MB
36 - Artificial Neural Networks/013 ANN in Python - Step 4.mp4 31.86 MB
36 - Artificial Neural Networks/014 ANN in Python - Step 5.mp4 75.21 MB
36 - Artificial Neural Networks/015 ANN in R - Step 1.mp4 132.7 MB
36 - Artificial Neural Networks/016 ANN in R - Step 2.mp4 24.97 MB
36 - Artificial Neural Networks/017 ANN in R - Step 3.mp4 115.66 MB
36 - Artificial Neural Networks/018 ANN in R - Step 4 (Last step).mp4 54.58 MB
37 - Convolutional Neural Networks/001 Plan of attack.mp4 6.23 MB
37 - Convolutional Neural Networks/002 What are convolutional neural networks.mp4 71.07 MB
37 - Convolutional Neural Networks/003 Step 1 - Convolution Operation.mp4 65.62 MB
37 - Convolutional Neural Networks/004 Step 1(b) - ReLU Layer.mp4 20.62 MB
37 - Convolutional Neural Networks/005 Step 2 - Pooling.mp4 87.48 MB
37 - Convolutional Neural Networks/006 Step 3 - Flattening.mp4 3.13 MB
37 - Convolutional Neural Networks/007 Step 4 - Full Connection.mp4 58.57 MB
37 - Convolutional Neural Networks/008 Summary.mp4 10.79 MB
37 - Convolutional Neural Networks/009 Softmax & Cross-Entropy.mp4 42.11 MB
37 - Convolutional Neural Networks/010 CNN in Python - Step 1.mp4 31.81 MB
37 - Convolutional Neural Networks/011 CNN in Python - Step 2.mp4 100.06 MB
37 - Convolutional Neural Networks/012 CNN in Python - Step 3.mp4 64.3 MB
37 - Convolutional Neural Networks/013 CNN in Python - Step 4.mp4 22.65 MB
37 - Convolutional Neural Networks/014 CNN in Python - Step 5.mp4 84.9 MB
37 - Convolutional Neural Networks/015 CNN in Python - FINAL DEMO!.mp4 112.1 MB
39 - Principal Component Analysis (PCA)/001 Principal Component Analysis (PCA) Intuition.mp4 21 MB
39 - Principal Component Analysis (PCA)/002 PCA in Python - Step 1.mp4 85.98 MB
39 - Principal Component Analysis (PCA)/003 PCA in Python - Step 2.mp4 20.75 MB
39 - Principal Component Analysis (PCA)/004 PCA in R - Step 1.mp4 100.61 MB
39 - Principal Component Analysis (PCA)/005 PCA in R - Step 2.mp4 46.51 MB
39 - Principal Component Analysis (PCA)/006 PCA in R - Step 3.mp4 65.32 MB
40 - Linear Discriminant Analysis (LDA)/001 Linear Discriminant Analysis (LDA) Intuition.mp4 15.06 MB
40 - Linear Discriminant Analysis (LDA)/002 LDA in Python.mp4 75.41 MB
40 - Linear Discriminant Analysis (LDA)/003 LDA in R.mp4 93.68 MB
41 - Kernel PCA/001 Kernel PCA in Python.mp4 56.92 MB
41 - Kernel PCA/002 Kernel PCA in R.mp4 228.81 MB
43 - Model Selection/001 k-Fold Cross Validation in Python.mp4 62.05 MB
43 - Model Selection/002 Grid Search in Python.mp4 114.43 MB
43 - Model Selection/003 k-Fold Cross Validation in R.mp4 53.26 MB
43 - Model Selection/004 Grid Search in R.mp4 50.05 MB
44 - XGBoost/001 XGBoost in Python.mp4 84.25 MB
44 - XGBoost/003 XGBoost in R.mp4 69.37 MB
46 - Annex Logistic Regression (Long Explanation)/001 Logistic Regression Intuition.mp4 32.45 MB
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