| 1. Congratulations and Future Direction.mp4 | 21.7 MB | ||
| 1. Designing Form for Data Collection.mp4 | 60.1 MB | ||
| 1. Introduction to Google Collab and Python.mp4 | 41.6 MB | ||
| 1. Overview of the course and Resource Materials.mp4 | 39.6 MB | ||
| 1.1 dataset1.1.csv | 1.9 KB | ||
| 1.2 depression_prediction_code.ipynb | 102.3 KB | ||
| 2. Data Preprocessing.mp4 | 60.1 MB | ||
| 2. Importing Dataset and Preparation at Google Colab.mp4 | 56.3 MB | ||
| 2. Introduction.mp4 | 19.3 MB | ||
| 2. QUIZ.html | 204.8 B | ||
| 3. Data Analysis with Python Libraries.mp4 | 34.4 MB | ||
| 3. Data Preprocessing and preparation.mp4 | 49 MB | ||
| 3. Types of Machine Learning.mp4 | 26.5 MB | ||
| 4. Prediction Model Naive Bayes and Random Forest.mp4 | 37.3 MB | ||
| 5. Prediction Model SVM with Confusion Matrix.mp4 | 70.4 MB | ||
| 6. Testing Model with Random Data.mp4 | 33.3 MB | ||
| Bonus Resources.txt | 409.6 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 18 total files | |||
Machine Learning Prediction Model from Scratch for Everyone
https://DevCourseWeb.com
Published 9/2023
Created by Mehedi Hasan Abid
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 13 Lectures ( 56m ) | Size: 550 MB
From Scratch (Data Collection to Apply Algorithms) learn to Develop Naïve Bayes | Random Forest | SVM and Much More
What you'll learn
Machine learning fundamentals: supervised, unsupervised, reinforcement learning, and practical applications.
Master data preprocessing: handle missing data, scale features, and transform datasets for ML.
Explore various ML algorithms, understanding when and how to use them effectively
Evaluate models with metrics like accuracy, precision, recall, and understand the importance of cross-validation.
Develop coding skills from scratch, understanding the inner workings of ML models.
Engage in hands-on projects, building a portfolio nstrating practical ML expertise.
And Finally publish Research Articles or do project with own understanding
Requirements
No prerequisites required. You will learn everything you need to know.
| torrent name | size | uploader | age | seed | leech |
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| 779 MB | freecoursewb | 1 month | 24 | 1 | |
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Udemy - Spark Machine Learning Project (House Sale Price Prediction) Posted by
freecoursewb in Other
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1.7 GB | freecoursewb | 1 month | 9 | 4 |
| 3.4 GB | freecoursewb | 2 months | 19 | 5 | |
| 1.2 GB | freecoursewb | 2 months | 12 | 3 | |
| 1.9 GB | freecoursewb | 3 months | 4 | 0 |
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