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TORRENT DETAILS
Udemy - Machine Learning Prediction Model From Scratch For Everyone
TORRENT SUMMARY
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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.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Basics Of Machine Learning/1. Overview of the course and Resource Materials.mp4
39.6 MB
~Get Your Files Here !/1. Basics Of Machine Learning/1.1 dataset1.1.csv
1.9 KB
~Get Your Files Here !/1. Basics Of Machine Learning/1.2 depression_prediction_code.ipynb
102.3 KB
~Get Your Files Here !/1. Basics Of Machine Learning/2. Introduction.mp4
19.3 MB
~Get Your Files Here !/1. Basics Of Machine Learning/3. Types of Machine Learning.mp4
26.5 MB
~Get Your Files Here !/2. Data Collection and Preprocessing/1. Designing Form for Data Collection.mp4
60.1 MB
~Get Your Files Here !/2. Data Collection and Preprocessing/2. Data Preprocessing.mp4
60.1 MB
~Get Your Files Here !/2. Data Collection and Preprocessing/3. Data Preprocessing and preparation.mp4
49 MB
~Get Your Files Here !/3. Prediction Model Using Python Programming Language from Scratch/1. Introduction to Google Collab and Python.mp4
41.6 MB
~Get Your Files Here !/3. Prediction Model Using Python Programming Language from Scratch/2. Importing Dataset and Preparation at Google Colab.mp4
56.3 MB
~Get Your Files Here !/3. Prediction Model Using Python Programming Language from Scratch/3. Data Analysis with Python Libraries.mp4
34.4 MB
~Get Your Files Here !/3. Prediction Model Using Python Programming Language from Scratch/4. Prediction Model Naive Bayes and Random Forest.mp4
37.3 MB
~Get Your Files Here !/3. Prediction Model Using Python Programming Language from Scratch/5. Prediction Model SVM with Confusion Matrix.mp4
70.4 MB
~Get Your Files Here !/3. Prediction Model Using Python Programming Language from Scratch/6. Testing Model with Random Data.mp4
33.3 MB
~Get Your Files Here !/4. What's NEXT/1. Congratulations and Future Direction.mp4
21.7 MB
~Get Your Files Here !/4. What's NEXT/2. QUIZ.html