Udemy - LEARNING PATH Python Advanced Machine Learning with Python

Files Included :

1 - The Course Overview.mp4 (8.95 MB)
MP4
10 - Clustering.mp4 (4.94 MB)
MP4
11 - Topic Modeling.mp4 (6.06 MB)
MP4
12 - Getting Started with Classification.mp4 (8.01 MB)
MP4
13 - Exploring NaAve Bayes.mp4 (3.19 MB)
MP4
14 - The Mechanics of NaAve Bayes.mp4 (7.58 MB)
MP4
15 - The NaAve Bayes Implementation.mp4 (21.9 MB)
MP4
16 - Classifier Performance Evaluation.mp4 (18.46 MB)
MP4
17 - Model Tuning and crossvalidation.mp4 (10.29 MB)
MP4
18 - Recap and Inverse Document Frequency.mp4 (7.95 MB)
MP4
19 - The Mechanics of SVM.mp4 (9.18 MB)
MP4
2 - Introduction to Machine Learning.mp4 (11.22 MB)
MP4
20 - The Implementations of SVM.mp4 (7 MB)
MP4
21 - The Kernels of SVM.mp4 (6.11 MB)
MP4
22 - Choosing Between the Linear and the RBF Kernel.mp4 (5.91 MB)
MP4
23 - News topic Classification with Support Vector Machine.mp4 (19.94 MB)
MP4
24 - Fetal State Classification with SVM.mp4 (13.83 MB)
MP4
25 - Brief Overview of Advertising ClickThrough Prediction.mp4 (5.86 MB)
MP4
26 - Decision Tree Classifier.mp4 (23.2 MB)
MP4
27 - The Implementations of Decision Tree.mp4 (10.21 MB)
MP4
28 - ClickThrough Prediction with Decision Tree.mp4 (15.75 MB)
MP4
29 - Random Forest Feature Bagging of Decision Tree.mp4 (6.5 MB)
MP4
3 - Installing Software and Setting Up.mp4 (10.64 MB)
MP4
30 - OneHot Encoding Converting Categorical Features to Numerical.mp4 (7.37 MB)
MP4
31 - Logistic Regression Classifier.mp4 (14.3 MB)
MP4
32 - ClickThrough Prediction with Logistic Regression by Gradient Descent.mp4 (41.5 MB)
MP4
33 - Feature Selection via Random Forest.mp4 (5.44 MB)
MP4
34 - Brief Overview of the Stock Market And Stock Price.mp4 (4.64 MB)
MP4
35 - Predicting Stock Price with Regression Algorithms.mp4 (9.44 MB)
MP4
36 - Data Acquisition and Feature Generation.mp4 (7.5 MB)
MP4
37 - Linear Regression.mp4 (15.9 MB)
MP4
38 - Decision Tree Regression.mp4 (10.2 MB)
MP4
39 - Support Vector Regression.mp4 (3.64 MB)
MP4
4 - Understanding NLP.mp4 (7.03 MB)
MP4
40 - Regression Performance Evaluation.mp4 (4.28 MB)
MP4
41 - Stock Price Prediction with Regression Algorithms.mp4 (11.54 MB)
MP4
42 - Best Practices in Data Preparation Stage.mp4 (12.82 MB)
MP4
43 - Best Practices in the Training Sets Generation Stage.mp4 (14.64 MB)
MP4
44 - Best Practices in the Model Training Evaluation and Selection Stage.mp4 (4.79 MB)
MP4
45 - Best Practices in the Deployment and Monitoring Stage.mp4 (6.12 MB)
MP4
5 - Touring Powerful NLP Libraries in Python.mp4 (14.83 MB)
MP4
6 - Getting the Newsgroups Data.mp4 (7.97 MB)
MP4
7 - Thinking about Features.mp4 (10.05 MB)
MP4
8 - Visualization.mp4 (4.67 MB)
MP4
9 - Data Preprocessing.mp4 (3.48 MB)
MP4
46 - The Course Overview.mp4 (5.35 MB)
MP4
47 - Sourcing Airfare Pricing Data.mp4 (6.4 MB)
MP4
48 - Retrieving the Fare Data with Advanced Web Scraping Techniques.mp4 (8.33 MB)
MP4
49 - Parsing the DOM to Extract Pricing Data.mp4 (29.27 MB)
MP4
50 - Sending RealTime Alerts Using IFTTT.mp4 (5.57 MB)
MP4
51 - Putting It All Together.mp4 (6.88 MB)
MP4
52 - The IPO Market.mp4 (30.77 MB)
MP4
53 - Feature Engineering.mp4 (25.93 MB)
MP4
54 - Binary Classification.mp4 (10.32 MB)
MP4
55 - Feature Importance.mp4 (7.55 MB)
MP4
56 - Creating a Supervised Training Set with the Pocket App.mp4 (31.01 MB)
MP4
57 - Using the embedly API to Download Story Bodies.mp4 (6.82 MB)
MP4
58 - Natural Language Processing Basics.mp4 (9.09 MB)
MP4
59 - Support Vector Machines.mp4 (4.76 MB)
MP4
60 - IFTTT Integration with Feeds Google Sheets and Email.mp4 (16.8 MB)
MP4
61 - Setting Up Your Daily Personal Newsletter.mp4 (13.04 MB)
MP4
62 - What Does Research Tell Us about the Stock Market.mp4 (10.26 MB)
MP4
63 - Developing a Trading Strategy.mp4 (28.57 MB)
MP4
64 - Building a Model and Evaluating Its Performance.mp4 (18.59 MB)
MP4
65 - Modeling with Dynamic Time Warping.mp4 (8.76 MB)
MP4
66 - Machine Learning on Images.mp4 (7.06 MB)
MP4
67 - Working with Images.mp4 (7.51 MB)
MP4
68 - Finding Similar Images.mp4 (9.36 MB)
MP4
69 - Building an Image Similarity Engine.mp4 (14.77 MB)
MP4
70 - The Design of Chatbots.mp4 (19.33 MB)
MP4
71 - Building a Chatbot.mp4 (18.21 MB)
MP4