Machine Learning for Beginner
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 48000 Hz, 2ch | Size: 3.56 GBGenre: eLearning Video | Duration: 67 lectures (6 hour, 51 mins) | Language: English
What you'll learn
Fundamental of Machine Learning; Introduction, types of machine learning, applications
Supervised, Unsupervised and Reinforcement learning
Principal Component Analysis (PCA); Introduction, mathematical and graphical concepts
Confusion matrix, Under-fitting and Over-fitting, classification and regression of machine model
Support Vector Machine (SVM) Classifier; Introduction, linear and non-linear SVM model, optimal hyperplane, kernel trick, project in Python
K-Nearest Neighbors (KNN) Classifier; Introduction, k-value, Euclidean and Manhattan distances, outliers, project in Python
Naive Bayes Classifier; Introduction, Bayes rule, project in Python
Logistic Regression Classifier; Introduction, non-linear logistic regression, sigmoid function, project in Python
Decision Tree Classifier; Introduction, project in Python
Course content
10 sections 67 lectures 6h 51m total length
Requirements
Basics of Python
Description
Learn Machine Learning from scratch, this course for bner who want to learn the fundamental of machine learning and artificial intelligence.
Adersoft VbsEdit 9.7825 | 13.6 Mb
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AVCLabs Video Enhancer AI 2.1.0 (x64) Multilingual | 87.4 Mb
Use Intelligent AI Technology to Bring Your Old Videos A Stunningly New Look!
Image Tricks Pro 3.9.5 | macOS | 126 mb
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Hej Stylus! 3.7.4 | macOS | 20 mb
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GrandTotal 7.2.4.10 | macOS | 47 mb
GrandTotal is an application to create invoices and estimates based on your own templates. The built-in template editor allows you to adjust your layout to fit your company's corporate design. GrandTotal works great in conjunction with TimeLog.
Glyphs 3.0.5 Multilingual | macOS | 23 mb
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DVDFab 12.0.6.0 (x86/x64) Multilingual | 414.7/496.6 Mb
DVDFab is one of the top DVD copy and backup software applications available on the market. Highlights include DVD and video conversion, Blu-Ray decryption and DVD data recovery abilities. All of these, together with the DVD/Blu-Ray creation features make it one of the most versatile DVD management suites ever to meet its category.
AVCLabs Photo Enhancer AI 1.2.0.0 (x64) Multilingual | 82.8 Mb
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Arduino Register Programming Course - (Advanced)
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 ChGenre: eLearning | Language: English + srt | Duration: 45 lectures (5h 34m) | Size: 2.25 GB
Advanced Register Level Programming in Arduino instead of using Libraries
Programming Arduino microcontroller in Arduino IDE
You will learn how to program a Arduino Microcontroller from scratch
Write your own libraries for peripherals of Arduino Microcontroller
Build your own projects with the Arduino microcontroller.