[ FreeCourseWeb ] Udemy - Machine Learning & Data Science Bootcamp with R & Python (07 - 2021)

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[ FreeCourseWeb.com ] Udemy - Machine Learning & Data Science Bootcamp with R & Python (07 - 2021)
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 01 Introduction
    • 001 Why we need Data Mining & Machine Learning.en.srt (4.8 KB)
    • 001 Why we need Data Mining & Machine Learning.mp4 (43.2 MB)
    • 002 What is Data Mining.en.srt (4.1 KB)
    • 002 What is Data Mining.mp4 (23.7 MB)
    • 003 What is Machine Learning.en.srt (10.8 KB)
    • 003 What is Machine Learning.mp4 (80.8 MB)
    • 004 Traditional Programming Vs Machine Learning.en.srt (4.6 KB)
    • 004 Traditional Programming Vs Machine Learning.mp4 (28.4 MB)
    • 005 Steps to Solve a Data Mining & Machine Learning Problem.en.srt (7.9 KB)
    • 005 Steps to Solve a Data Mining & Machine Learning Problem.mp4 (46.1 MB)
    • 006 Types of Learning in Machine learning (Supervised, Unsupervised, Reinforcement ).en.srt (4.8 KB)
    • 006 Types of Learning in Machine learning (Supervised, Unsupervised, Reinforcement ).mp4 (29.7 MB)
    • 007 Classification _ Definition.en.srt (11.6 KB)
    • 007 Classification _ Definition.mp4 (84.5 MB)
    • 008 Clustering _ Definition.en.srt (5.7 KB)
    • 008 Clustering _ Definition.mp4 (37.1 MB)
    02 Setting up the Environment for Machine Learning - R language and R studio
    • 001 Installing R and R studio.en.srt (5.1 KB)
    • 001 Installing R and R studio.mp4 (75.9 MB)
    • 002 R Programming Basics - Comprehensive Tutorial.html (2.0 KB)
    03 Setting up the Environment for Machine Learning - Python & Anaconda
    • 001 Installing Python and Pycharm IDE.en.srt (5.8 KB)
    • 001 Installing Python and Pycharm IDE.mp4 (47.1 MB)
    • 002 Setting up the Environment _ Anaconda.en.srt (3.7 KB)
    • 002 Setting up the Environment _ Anaconda.mp4 (36.3 MB)
    04 Machine Learning - Supervised Learning
    • 001 Univariate Linear regression Part 1.en.srt (12.6 KB)
    • 001 Univariate Linear regression Part 1.mp4 (134.5 MB)
    • 002 Univariate Linear regression Part 2.en.srt (28.3 KB)
    • 002 Univariate Linear regression Part 2.mp4 (284.7 MB)
    • 003 Multivariate Linear Regression.en.srt (18.5 KB)
    • 003 Multivariate Linear Regression.mp4 (211.8 MB)
    • 004 Logistic regression.en.srt (10.0 KB)
    • 004 Logistic regression.mp4 (149.8 MB)
    • 005 Naive Bayes Classifier.en.srt (13.2 KB)
    • 005 Naive Bayes Classifier.mp4 (124.5 MB)
    • 006 Trees.html (1.0 KB)
    • 007 Support Vector Machines - Hands - On with Google Colabs.html (1.0 KB)
    • 008 Decision Trees - Hands - On with Google Collabs.html (0.9 KB)
    • 009 Random Forest - Hands - On with Google Collabs.html (0.9 KB)
    05 Machine Learning - Unsupervised Learning - Clustering
    • 001 Clustering _ Lecture Part 1.en.srt (10.3 KB)
    • 001 Clustering _ Lecture Part 1.mp4 (89.4 MB)
    • 002 Similarity_Dissimilarity Between Objects.en.srt (3.3 KB)
    • 002 Similarity_Dissimilarity Between Objects.mp4 (25.7 MB)
    • 003 What is clustering in Machine Learning.en.srt (6.0 KB)
    • 003 What is clustering in Machine Learning.mp4 (69.6 MB)
    • 004 K - Means Clustering.html (0.9 KB)
    • 005 K-Means clustering - Code walkthrough with Theory & Practical.en.srt (13.4 KB)
    • 005 K-Means clustering - Code walkthrough with Theory & Practical.mp4 (150.0 MB)
    06 Implementing a ANN with R programming _ R Studio
    • 001 Implementing a ANN with R programming _ R Studio.en.srt (11.5 KB)
    • 001 Implementing a ANN with R programming _ R Studio.mp4 (120.9 MB)
    • external-assets-links.txt (0.1 KB)
    07 Convolutional Neural Networks - CNN
    • 001 How to Develop a CNN From Scratch for CIFAR-10 Photo Classification.en.srt (30.5 KB)
    • 001 How to Develop a CNN From Scratch for CIFAR-10 Photo Classification.mp4 (395.9 MB)
    08 Data Science & Machine Learning Resources
    • 001 CVPR 2021 Workshop on Event-based Vision.html (1.2 KB)
    09 MIT Introduction to Deep Learning - Guest Lecture - Online
    • 001 Introduction to Deep Learning.html (1.1 KB)
    10 Machine learning project _ Car Price Prediction Project
    • 001 Machine learning project _ Car Price Prediction Project.html (1.0 KB)
    11 Kaggle - Covid 19- Classification (Chest X-ray.) - Covid-19 & Pneumonia
    • 001 Demo - [without voice].mp4 (428.3 MB)
    • 002 Demonstration with Step by step Guidance [With voice].en.srt (14.2 KB)
    • 002 Demonstration with Step by step Guidance [With voice].mp4 (135.3 MB)
    • 003 Source code.html (1.6 KB)
      • __MACOSX code
      • _covidCode.ipynb (0.7 KB)
      code
      • covidCode.ipynb (2.7 MB)
      • Bonus Resources.txt (0.3 KB)

Description

Machine Learning & Data Science Bootcamp with R & Python (07/2021)



MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 34 lectures (5h 7m) | Size: 2.44 GB
Learn R, Python, Machine Learning, Deep Learning, Google Colab, Real world projects with Code and step by step guidance
What you'll learn:
Why we need Data Mining & Machine Learning
What is Data Mining
What is Machine Learning
Traditional Programming Vs Machine Learning
Steps to Solve a Data Mining & Machine Learning Problem
Types of Learning in Machine learning (Supervised, Unsupervised, Reinforcement )
Classification & Clustering
Setting up the Environment for Machine Learning - R language and R studio , Python, Anaconda
Introduction to Deep Learning - Guest Lecture
Machine learning project : Car Price Prediction Project
Kaggle - Covid 19- Classification (Chest X-ray.) - Covid-19 & Pneumonia
Supervised Learning
Unsupervised Learning

Requirements
Computer with Internet connection
Python or any programming language

Description
Academy of Computing & Artificial Intelligence proudly present you the course "Data Engineering with Python". It all started when the expert team of Academy of Computing & Artificial Intelligence (PhD, PhD Candidates, Senior Lecturers , Consultants , Researchers) and Industry Experts . hiring managers were having a discussion on the most highly paid jobs & skills in the IT/Computer Science / Engineering / Data Science sector in 2021.

At the end of the Course you will be able to start your career in Data Mining & Machine Learning.

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

Thank You.



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[ FreeCourseWeb ] Udemy - Machine Learning & Data Science Bootcamp with R & Python (07 - 2021)
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