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Machine Learning with Peyman Hessari
เข้าร่วมเมื่อ 26 ก.ค. 2009
Machine Learning, Data Science, and Python Programming are taught in this channel. If you are familiar with programming, Python can be used to study machine learning. Don't worry if you don't have any programming experience; you can still study machine learning with No Code tools like Knime and RapidMiner, which you can simply learn on this channel.
How to make predictions on new data using a Neural Network model
In this video, I review how to make predictions on new datasets using a neural network model. We consider your model to be the best model you wish to utilize for prediction.
MORE VIDEOS:
Neural Network Classifier
th-cam.com/video/xsfSVIA1DvA/w-d-xo.html
Load data in RapidMiner
th-cam.com/video/M98QACQug_M/w-d-xo.html
Missing values
th-cam.com/video/k2FPcWFCrdI/w-d-xo.html
Decision tree
th-cam.com/video/sAH2ltmPZsQ/w-d-xo.html
Random Forest Classifier
th-cam.com/video/D9nsTLYAy1c/w-d-xo.html
Linear Regression
th-cam.com/video/3z-Zgxy7zyQ/w-d-xo.html
extension installation
th-cam.com/video/cUkI5p9CvEU/w-d-xo.html
Popularity-Based Recommendation Systems
th-cam.com/video/6X6oEaOhRu0/w-d-xo.html
optimal values for several hyperparameters
th-cam.com/video/CTTrUglDyq8/w-d-xo.html
split data operator
th-cam.com/video/jIrDjTWx2NQ/w-d-xo.html
MORE VIDEOS:
Neural Network Classifier
th-cam.com/video/xsfSVIA1DvA/w-d-xo.html
Load data in RapidMiner
th-cam.com/video/M98QACQug_M/w-d-xo.html
Missing values
th-cam.com/video/k2FPcWFCrdI/w-d-xo.html
Decision tree
th-cam.com/video/sAH2ltmPZsQ/w-d-xo.html
Random Forest Classifier
th-cam.com/video/D9nsTLYAy1c/w-d-xo.html
Linear Regression
th-cam.com/video/3z-Zgxy7zyQ/w-d-xo.html
extension installation
th-cam.com/video/cUkI5p9CvEU/w-d-xo.html
Popularity-Based Recommendation Systems
th-cam.com/video/6X6oEaOhRu0/w-d-xo.html
optimal values for several hyperparameters
th-cam.com/video/CTTrUglDyq8/w-d-xo.html
split data operator
th-cam.com/video/jIrDjTWx2NQ/w-d-xo.html
มุมมอง: 61
วีดีโอ
Split data operator #rapidminer #split
มุมมอง 2604 หลายเดือนก่อน
The 'split data' operator is discussed with a thorough configuration. MORE VIDEOS: Load data in RapidMiner: th-cam.com/video/M98QACQug_M/w-d-xo.html Missing values: th-cam.com/video/k2FPcWFCrdI/w-d-xo.html Decision tree: th-cam.com/video/sAH2ltmPZsQ/w-d-xo.html Random Forest Classifier: th-cam.com/video/D9nsTLYAy1c/w-d-xo.html Linear Regression: th-cam.com/video/3z-Zgxy7zyQ/w-d-xo.html Neural N...
The optimal values of hyperparameters in ML algorithm
มุมมอง 724 หลายเดือนก่อน
Using a decision tree, I demonstrate how to get the optimal values for several hyperparameters in a machine-learning algorithm in this tutorial. Together with the best model's performance on the test set, the performance of every model on the training set with various hyperparameter values is given. MORE VIDEOS: Load data in RapidMiner th-cam.com/video/M98QACQug_M/w-d-xo.html Missing values th-...
Popularity-Based Recommendation Systems in RapidMiner
มุมมอง 1074 หลายเดือนก่อน
This tutorial uses a movie rating dataset to explain a popularity-based recommendation system. To prevent bias from entering the model, movies and users with few ratings are eliminated from the dataset. All movies are ranked according to their average rating. All users can receive recommendations for the most popular movies, which are those with the highest average rating. The dataset can be fo...
How to install extension in RapidMiner #shorts
มุมมอง 805 หลายเดือนก่อน
An explanation of how to install an extension in RapidMiner is provided. #shorts Load data in RapidMiner th-cam.com/video/M98QACQug_M/w-d-xo.html Missing values th-cam.com/video/k2FPcWFCrdI/w-d-xo.html Decision tree th-cam.com/video/sAH2ltmPZsQ/w-d-xo.html Random Forest Classifier th-cam.com/video/D9nsTLYAy1c/w-d-xo.html Linear Regression th-cam.com/video/3z-Zgxy7zyQ/w-d-xo.html Neural Network ...
Neural Network Classifier
มุมมอง 626 หลายเดือนก่อน
In this lesson, I walk through the process of creating a Neural Network Classifier for the multi-class classification problem. The MNIST fashion dataset is employed. The data is split into a training and test set, the target variable is chosen, and the preprocessing step is done. The training set is then used to build a Neural Network Classifier, and its performance is assessed on both the trai...
Linear Regression in RapidMiner
มุมมอง 5609 หลายเดือนก่อน
This tutorial explains how to use the linear regression model to predict a house's price using housing datasets (the link is in the description). Preprocessing, selecting the target variable, and splitting the data into a training and test set are done. After the training data has been normalized, a linear regression model is applied to it. Performance is measured on both the training and test ...
Random Forest Classifier in RapidMiner
มุมมอง 66110 หลายเดือนก่อน
In this tutorial, I explain how to build a Random Forest Classifier for the multi-class classification problem. The IRIS data set is utilized. Preprocessing, selecting the target variable, and splitting the data into a training and test set are done. A Random Forest Classifier is then built using the training set and its performance on both the training set and test set are measured. The result...
Decision Tree in RapidMiner #decision_tree #rapidminer
มุมมอง 934ปีที่แล้ว
I explain how to create a decision tree model for the multi-class classification problem in this tutorial. The IRIS data set is utilized. Preprocessing, selecting the target variable, and splitting the data into a training and test set are all done. A decision tree classifier is then built using the training set and its performance on both the training set and test set are measured. The results...
Missing Values in RapidMiner #missing_values #impute
มุมมอง 2.2Kปีที่แล้ว
In this lesson, we'll go through how to handle missing values in RapidMiner. 1. The elimination of rows and columns with missing values is covered. 2. Replacing missing values with some statistical values such as average and mode is explained. 3. The use of a machine learning technique to impute missing values is also investigated. MORE VIDEOS: Load data in RapidMiner th-cam.com/video/M98QACQug...
RapidMiner, Load data, save process, and save data #rapidminer #load_data
มุมมอง 3.8Kปีที่แล้ว
You will discover RapidMiner in this tutorial along with how to load data, save a process, and save a process's output. Missing values: th-cam.com/video/k2FPcWFCrdI/w-d-xo.html Decision tree: th-cam.com/video/sAH2ltmPZsQ/w-d-xo.html
DataFrame in Pandas Python Part 3, merging dataframes, #dataframes , #pandas #python #merge
มุมมอง 342ปีที่แล้ว
This tutorial demonstrates how to combine DataFrames in Python using Pandas. The various join categories are described. Several examples of various join types are provided. The source code can be found here: github.com/phessari/DataFrame-in-Python More videos on Python: for loop in Python: th-cam.com/video/FpVec2ntC9s/w-d-xo.html Operators in Python: th-cam.com/video/xzjfQ-sZEfY/w-d-xo.html lis...
DataFrame in Pandas Python Part 2, DataFrame manipulation #dataframes #pandas #python
มุมมอง 348ปีที่แล้ว
This tutorial explains DataFrame in Pandas Python. We examine how to manipulate the data in a DataFrame and how to compute some statistical values for it. The source code can be found here: github.com/phessari/DataFrame-in-Python MORE VIDEOS: for loop in Python: th-cam.com/video/FpVec2ntC9s/w-d-xo.html Operators in Python: th-cam.com/video/xzjfQ-sZEfY/w-d-xo.html list in Python th-cam.com/video...
DataFrame in Pandas Python Part 1, create dataframe and access its value #dataframes #pandas #python
มุมมอง 378ปีที่แล้ว
This tutorial explains DataFrame in Pandas Python. We look at how to create a DataFrame and how to obtain the values of specific elements. The source code can be found here: github.com/phessari/DataFrame-in-Python MORE VIDEOS: for loop in Python: th-cam.com/video/FpVec2ntC9s/w-d-xo.html Operators in Python: th-cam.com/video/xzjfQ-sZEfY/w-d-xo.html list in Python th-cam.com/video/4eXX_VbPPEA/w-d...
Pandas Series in Python #series #pandas #python #filter
มุมมอง 340ปีที่แล้ว
You learn Python Series in this tutorial. It covers how to create a Series and perform various operations on it. The source code can be found here: github.com/phessari/Python-Series/tree/main for loop in Python: th-cam.com/video/FpVec2ntC9s/w-d-xo.html Operators in Python: th-cam.com/video/xzjfQ-sZEfY/w-d-xo.html list in Python th-cam.com/video/4eXX_VbPPEA/w-d-xo.html Dictionary in Python th-ca...
IF statement in Python #python #if #elif
มุมมอง 466ปีที่แล้ว
IF statement in Python #python #if #elif
Functions in Python #python #function #argument #outputs
มุมมอง 473ปีที่แล้ว
Functions in Python #python #function #argument #outputs
while loop in Python #whileloop #python #pythontutorial
มุมมอง 468ปีที่แล้ว
while loop in Python #whileloop #python #pythontutorial
Dictionary in Python #python #dictionary
มุมมอง 715ปีที่แล้ว
Dictionary in Python #python #dictionary
List in Python #list, #pyhton #mutable, #append, #insert, #count, #index, #sort, #pop, #remove
มุมมอง 361ปีที่แล้ว
List in Python #list, #pyhton #mutable, #append, #insert, #count, #index, #sort, #pop, #remove
for loop in python #python, #for loop, #nested loop, #continue #break, #iteration, #repetition
มุมมอง 658ปีที่แล้ว
for loop in python #python, #for loop, #nested loop, #continue #break, #iteration, #repetition
Great video!
well explained !
I really found this very helpful ! thank you
this is well explained !
Awesome. Loved the explanation.
Great tutorial, thank you!
Wonderful work. Loved it.
Glad you enjoyed it
would be nice to include the data files in here
I just added it here. Let me know if you can access it?
Hello sir i regularly watch your videos I have a problem in my rapid miner Imy turbo prep is not working and when i checked my account i saw that my my licence has been expired. but how can it be possible i just been using it for 1 month using my college mail id also when i tried to login with my friends account i am unable to use this can you please help me this
Hi, thanks for watching the videos. If the license is expired you can extend it on your account. Go to your account and on Licenses tab you can extend it!
Thanks for the in depth video on Decision Trees! It guides me to select the attributes
I often struggle organizing my processes and data ! Thanks
Well explained!
Thanks 👍
Thank you so much!
you're welcome
Wonderful work. Thanks.
thanks professor
Thanks professor.
thanks
Useful as always!
@@RezaRezapour-i8h thanks
Very informative yet simple to understand as always. Thank you.
Thank you!!
❤
سلام
سلام
Right on time for this week's class, thanks doctor.
Great video, thanks
can you produce a bot to watch 2 videos on TH-cam, convert voice to text. Then consolidate the two videos into one?
That is a very interesting question. I believe it's feasible but it need some works
@@phessari I'm a student at MIT in your class I really hope we can touch on this. Its one of my main objectives to learn how to do this.
@@MinisterHenry-jc3vk Let me know if you need any help. You can connect with me on LinkedIn www.linkedin.com/in/peyman-hessari/
Very informative and engaging. Thank you man!
no worries
Thank you for the tutorial! It was very informative and helpful. I appreciate the detailed explanation of building a Random Forest Classifier using the IRIS dataset. Great work!
You're very welcome!
Good luck Dr Hessari Best wishes Darvishi
hey peyman. good vid. had a question for you
thanks, sure. what is it?
Gracias!!
I didn't know about .append()!
Promo_SM
great explanation
explained very well
Nice work!
Great!
Great work!
One of the best Python tutorials I've ever seen. Enjoyed it a lot.
Well explained 👏
thanks
Explained in a very easy way and covered everything. Keep posting please. Thanks alot. 🎉🎉