001 Welcome Message (59.21 MB)
002 Updates on Udemy Reviews (3.24 MB)
003 Course overview (42.79 MB)
005 ML vs DL vs AI (126.99 MB)
006 ML Deep Dive (49.35 MB)
001 Download and Set up Anaconda (28.93 MB)
002 What is Jupyter Notebook (15.21 MB)
004 How to run a Jupyter Notebook (79.24 MB)
001 Introduction (25.64 MB)
002 Theory Part 1 (68.06 MB)
003 Theory Part 2 (26.91 MB)
004 Theory Part 3 (27.75 MB)
005 Theory Part 4 (25.14 MB)
006 Theory Part 5 (12.88 MB)
007 Project Overview (70.24 MB)
008 Import Data (52.04 MB)
009 Data Visualization Cleaning (118.35 MB)
010 Model Training 1 (92.78 MB)
011 Model Training 2 (52.34 MB)
012 Model Evaluation (78.02 MB)
001 Introduction (25.09 MB)
002 Theory Part 1 (33.36 MB)
003 Theory Part 2 (116.92 MB)
004 Theory Part 3 (76.41 MB)
005 Theory Part 4 (72.36 MB)
006 Problem Statement (55.75 MB)
007 Data Vizualization (109.3 MB)
008 Data Preparation (45.35 MB)
009 Model Training Part 1 (77.77 MB)
010 Model Training Part 2 (66.09 MB)
011 Model Evaluation (76.09 MB)
012 Save the Model (23.51 MB)
013 Image Augmentation Part 1 (109.52 MB)
014 Image augmentation Part 2 (75.4 MB)
001 Introduction (20.39 MB)
002 Project Overview (69.06 MB)
003 Import Dataset (48.92 MB)
004 Data Vizualization (197.02 MB)
005 Prepare the Data (13.9 MB)
006 Make Predictions (68.79 MB)
001 Introduction (15.04 MB)
002 Load Avocado Data (61.92 MB)
003 Explore Dataset (84.84 MB)
004 Make Predictions Part 1 (57.02 MB)
005 Make Predictions Part 2 (Region Specific) (26.59 MB)
006 Make Prediction Part 2 1 (37.68 MB)
001 Introduction (16.73 MB)
002 Project Overview (72.12 MB)
003 Load Data (44.89 MB)
004 Data Exploration (50.8 MB)
005 Data Normalization (72.12 MB)
006 Model Training (100.47 MB)
007 Model Evaluation (141.27 MB)
001 Introduction (15.52 MB)
002 Naive Bayes Theory Part 1 (122.08 MB)
003 Naive Bayes Theory Part 2 (115.02 MB)
004 Spam Project Overview (72.71 MB)
005 Visualize Dataset (53.97 MB)
006 Count Vectorizer (75.88 MB)
007 Model Training Part 1 (50.52 MB)
008 Model Training Part 2 (31.22 MB)
009 Testing (47.29 MB)
001 Introduction (5.16 MB)
002 Theory (16.39 MB)
003 Project Overview (21.59 MB)
004 Load Dataset (103.08 MB)
005 Visualize Dataset Part 1 (106.28 MB)
006 Visualize Dataset Part 2 (61.58 MB)
007 Exercise #1 (26.37 MB)
008 Exercise #2 (67.87 MB)
009 Exercise #3 (54.65 MB)
010 Apply NLP to Data (97.32 MB)
011 Apply Count Vectorizer to Data (34.33 MB)
012 Model Training Part 1 (44.27 MB)
013 Model Training Part 2 (28.01 MB)
014 Model Evaluation Part 1 (28.69 MB)
015 Model Evaluation Part 2 (97.12 MB)
001 Introduction (3.95 MB)
002 Theory (35.43 MB)
003 Project Overview (13.29 MB)
004 Import Movie Dataset (54.12 MB)
005 Visualize Dataset (111.08 MB)
006 Collaborative Filter One Movie (162.08 MB)
007 Full Movie Recomendation (62 MB)