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

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[ FreeCourseWeb ] Udemy - Machine Learning & Data Science Bootcamp with R & Python (07 - 2021) (Size: 2.8 GB)
  001 CVPR 2021 Workshop on Event-based Vision.html 1.2 KB
  001 Clustering _ Lecture Part 1.en.srt 10.3 KB
  001 Clustering _ Lecture Part 1.mp4 89.4 MB
  001 Demo - [without voice].mp4 428.3 MB
  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
  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
  001 Installing Python and Pycharm IDE.en.srt 5.8 KB
  001 Installing Python and Pycharm IDE.mp4 47.1 MB
  001 Installing R and R studio.en.srt 5.1 KB
  001 Installing R and R studio.mp4 75.9 MB
  001 Introduction to Deep Learning.html 1.1 KB
  001 Machine learning project _ Car Price Prediction Project.html 1 KB
  001 Univariate Linear regression Part 1.en.srt 12.6 KB
  001 Univariate Linear regression Part 1.mp4 134.5 MB
  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 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
  002 R Programming Basics - Comprehensive Tutorial.html 2 KB
  002 Setting up the Environment _ Anaconda.en.srt 3.7 KB
  002 Setting up the Environment _ Anaconda.mp4 36.3 MB
  002 Similarity_Dissimilarity Between Objects.en.srt 3.3 KB
  002 Similarity_Dissimilarity Between Objects.mp4 25.7 MB
  002 Univariate Linear regression Part 2.en.srt 28.3 KB
  002 Univariate Linear regression Part 2.mp4 284.7 MB
  002 What is Data Mining.en.srt 4.1 KB
  002 What is Data Mining.mp4 23.7 MB
  003 Multivariate Linear Regression.en.srt 18.5 KB
  003 Multivariate Linear Regression.mp4 211.8 MB
  003 Source code.html 1.6 KB
  003 What is Machine Learning.en.srt 10.8 KB
  003 What is Machine Learning.mp4 80.8 MB
  003 What is clustering in Machine Learning.en.srt 6 KB
  003 What is clustering in Machine Learning.mp4 69.6 MB
  004 K - Means Clustering.html 921.6 B
  004 Logistic regression.en.srt 10 KB
  004 Logistic regression.mp4 149.8 MB
  004 Traditional Programming Vs Machine Learning.en.srt 4.6 KB
  004 Traditional Programming Vs Machine Learning.mp4 28.4 MB
  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 MB
  005 Naive Bayes Classifier.en.srt 13.2 KB
  005 Naive Bayes Classifier.mp4 124.5 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 Trees.html 1 KB
  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
  007 Support Vector Machines - Hands - On with Google Colabs.html 1 KB
  008 Clustering _ Definition.en.srt 5.7 KB
  008 Clustering _ Definition.mp4 37.1 MB
  008 Decision Trees - Hands - On with Google Collabs.html 921.6 B
  009 Random Forest - Hands - On with Google Collabs.html 921.6 B
  Bonus Resources.txt 307.2 B
  Get Bonus Downloads Here.url 204.8 B
  _covidCode.ipynb 716.8 B
  covidCode.ipynb 2.7 MB
  external-assets-links.txt 102.4 B
  ▲ 62 total files

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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