1 Logistic Regression From Zero to Hero (112.13 MB)
2 Demystifying Logistic Regression Math (113.89 MB)
3 Logistic Regression Real-World Examples You Can't Ignore (90.18 MB)
28 Handling Categorical Data Decision Tree Style (54.93 MB)
29 Train and Conquer Decision Tree Mastery (69.18 MB)
30 Data-Driven Insights Univariate Analysis (142.34 MB)
31 Data Visualization Tell Your Story Visually (155.64 MB)
32 Spotting Trends Outliers and Correlations (188.34 MB)
33 Advanced Visualization Uncover Hidden Insights (157.66 MB)
34 Bivariate Analysis Uncover Relationships (132.78 MB)
35 Multivariate Analysis Mastering Complexity (134.19 MB)
36 Time Series Analysis Forecasting the Future (66.75 MB)
37 K-means Clustering Find Your People (88.79 MB)
38 Mastering K-means Tips and Tricks (60.85 MB)
39 K-means in Action Real-World Examples (84.9 MB)
40 Beyond K-means Advanced Clustering Techniques (90.02 MB)
41 Evaluating Your Clusters Does It Make Sense (52.36 MB)
4 Data Cleaning The Unsung Hero of ML (146.33 MB)
5 Feature Engineering Magic Transform Your Data (102.75 MB)
6 Know Your Model Essential Evaluation Metrics (91.83 MB)
7 NLP for Beginners Start with Logistic Regression (68.17 MB)
8 Supercharge Your NLP with Advanced Techniques (130.73 MB)
9 Transfer Learning The NLP Shortcut You Need (77.29 MB)
10 Taming COVID-19 Data A Data Scientist's Guide (122.77 MB)
11 Unmasking COVID-19 Trends Data-Driven Insights (73.71 MB)
12 The Machine Learning Lifecycle From Data to Deployment (98.59 MB)
13 Text Preprocessing Clean Up Your Act (128 MB)
14 Advanced Text Preprocessing Unlock Hidden Patterns (133.67 MB)
15 Telling Stories with Text Data EDA Mastery (103.06 MB)
16 Feature Engineering The Secret to NLP Success (88.79 MB)
17 Optimize Your Model Hyperparameter Tuning Tips (58.98 MB)
18 Finding the Perfect Hyperparameters A Practical Guide (68 MB)
19 Regularization Prevent Overfitting Like a Pro (98.61 MB)
20 Which Model Wins A Showdown (90.34 MB)
21 Linear Regression The Building Block of ML (55.71 MB)
22 Linear Regression Simple Models, Big Impact (61.18 MB)
23 Boost Your Linear Regression Game (91.47 MB)
24 Decision Trees Easy to Understand, Powerful to Use (48.86 MB)
25 Decision Trees The Building Blocks (70.2 MB)
26 Mastering Entropy and Information Gain (75.06 MB)
27 Avoid Overfitting Deep Dive into Decision Trees (58.86 MB)