Mastery in Advanced Machine Learning and Applied AI

13.14 GB | 39min 31s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
1 -Introduction to Machine Learning.mp4 (336.72 MB)
1 -Machine Learning Application- Multiple Linear Regression.mp4 (353.54 MB)
1 -Machine Learning Logistic Regression.mp4 (212.04 MB)
1 -Machine Learning Feature Engineering- Logistic Regression.mp4 (274.51 MB)
1 -Machine Learning Application- Logistic Regression.mp4 (257.89 MB)
1 -Machine Learning Decision Trees.mp4 (247.45 MB)
1 -Machine Learning- Evaluating Decision Trees Performance.mp4 (245.81 MB)
1 -Machine Learning Application- Decision Trees.mp4 (250.29 MB)
1 -Machine Learning Random Forests.mp4 (230.39 MB)
1 -Master Machine Learning Hyperparameter Tuning.mp4 (169.89 MB)
1 -Machine Learning Decision Trees Random Forest.mp4 (324.79 MB)
1 -Machine Learning- Reinforcement Learning.mp4 (368.91 MB)
1 -Machine Learning- Support Vector Machines (SVM).mp4 (247.62 MB)
1 -Machine Learning- Kernel Functions in Support Vector Machines (SVM).mp4 (131.61 MB)
1 -Machine Learning Application- Support Vector Machines (SVM).mp4 (231.3 MB)
1 -Machine Learning K-Nearest Neighbor (KNN) Algorithm.mp4 (232.15 MB)
1 -Machine Learning Application KNN Algorithm.mp4 (333.67 MB)
1 -Machine Learning Gradient Boosting Algorithms.mp4 (258.39 MB)
1 -Master Hyperparameter Tuning in Machine Learning.mp4 (168.21 MB)
1 -Machine Learning Application of Gradient Boosting.mp4 (234.82 MB)
1 -Machine Learning Model Evaluation Metrics.mp4 (209.06 MB)
1 -Machine Learning ROC Curve and AUC Explained.mp4 (368.16 MB)
1 -Introduction to Supervised Learning.mp4 (276.85 MB)
1 -Unsupervised Learning Explained Clustering & Dimensionality Reduction.mp4 (256.45 MB)
1 -Unsupervised Learning Explained- Anomaly Detection.mp4 (216.62 MB)
1 -Unsupervised Learning Explained Clustering & Dimensionality Reduction.mp4 (256.4 MB)
1 -Unsupervised Learning Explained- Anomaly Detection.mp4 (216.58 MB)
1 -Mastering K-Means Clustering in Unsupervised Learning.mp4 (159.66 MB)
1 -Iterating K-Means Clustering Algorithm in Unsupervised Learning.mp4 (205.45 MB)
1 -Application of K-Means Clustering Algorithm in Unsupervised Learning.mp4 (254.66 MB)
1 -Mastering Hierarchical Clustering in Unsupervised Learning.mp4 (213.6 MB)
1 -Unsupervised Learning Dendrogram Visualization.mp4 (266.93 MB)
1 -Application Hierarchical Clustering Explained- Master Unsupervised Learning.mp4 (357.08 MB)
1 -Machine Learning Model Training and Evaluation.mp4 (305.06 MB)
1 -Advanced Clustering Techniques Unsupervised Learning with DBSCAN.mp4 (255.46 MB)
1 -Advanced Clustering Techniques- Unsupervised Learning with DBSCAN Advantages.mp4 (186.7 MB)
1 -Introduction to Principal Component Analysis (PCA).mp4 (132.19 MB)
1 -Selecting Principal Component Analysis (PCA).mp4 (269.08 MB)
1 -Application of Principal Components in PCA.mp4 (222.28 MB)
1 -Unsupervised Learning with Linear Discriminant Analysis (LDA).mp4 (122.62 MB)
1 -PCA vs LDA Machine Learning Dimensionality Reduction.mp4 (149.72 MB)
1 -Application of LDA Machine Learning Dimensionality Reduction.mp4 (155.13 MB)
1 -Unsupervised Learning with t-SNE.mp4 (167.71 MB)
1 -Unsupervised Learning- How t-SNE Works - Mastering Dimensionality Reduction.mp4 (193.08 MB)
1 -Machine Learning Linear Regression.mp4 (181.39 MB)
1 -Application of t-SNE- Mastering Dimensionality Reduction.mp4 (242.13 MB)
1 -Unsupervised Learning Model Evaluation Metrics- A Complete Guide.mp4 (134.6 MB)
1 -Dimensionality Reduction Evaluation Metrics.mp4 (86.01 MB)
1 -Unsupervised Learning Hyperparameter.mp4 (171.35 MB)
1 -Unsupervised Learning with Bayesian Optimization- A Complete Guide.mp4 (118.09 MB)
1 -Actions Introduction to Association Rule.mp4 (203.37 MB)
1 -Association Rule Mining- Confidence & Support Explained.mp4 (216.85 MB)
1 -Apriori Algorithm Association Rule Mining & Market Basket Analysis.mp4 (253.9 MB)
1 -Apriori Algorithm Step-by-Step Explained.mp4 (165.4 MB)
1 -Machine Learning- Evaluating Model Fit.mp4 (281.71 MB)
1 -Application of Machine Learning- Supervised Learning.mp4 (347.68 MB)
1 -Introduction to Multiple Linear Regression.mp4 (275.58 MB)
1 -Multiple Linear Regression- Evaluating Model Performance.mp4 (255.48 MB)]
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