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Udemy - Machine Learning Prediction Model from Scratch for Everyone

Udemy - Machine Learning Prediction Model from Scratch for Everyone

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550 MB
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Description
[ DevCourseWeb.com ] Machine Learning Prediction Model from Scratch for Everyone



If You Need More Stuff, kindly Visit and Support Us -->> 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.



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



Get More Tutorials and Support Us -->> https://FreeCourseWeb.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...







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File list
  • Udemy - Machine Learning Prediction Model from Scratch for Everyone
  • ~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 170 B
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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