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[ FreeCourseWeb ] Udemy - No-Code Machine Learning - Practical Guide to Modern ML Tools

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[ FreeCourseWeb ] Udemy - No-Code Machine Learning - Practical Guide to Modern ML Tools (Size: 3.5 GB)
  1. Introduction and Welcome Message-en_US.srt 2.8 KB
  1. Introduction and Welcome Message.mp4 45.5 MB
  1. Introduction to Machine Learning for Price Prediction-en_US.srt 11.7 KB
  1. Introduction to Machine Learning for Price Prediction.mp4 95.3 MB
  1. Introduction to Machine Learning in FinanceBanking-en_US.srt 12.6 KB
  1. Introduction to Machine Learning in FinanceBanking.mp4 100 MB
  1. Introduction to XG-Boost [Optional LectureAdditional Material]-en_US.srt 8.3 KB
  1. Introduction to XG-Boost [Optional LectureAdditional Material].mp4 52.2 MB
  1. Thanks for Watching!-en_US.srt 512 B
  1. Thanks for Watching!.mp4 7.8 MB
  1. The Rise of Machine Learning in Higher Education-en_US.srt 11.4 KB
  1. The Rise of Machine Learning in Higher Education.mp4 80.2 MB
  10. Project Recap and Concluding Remarks-en_US.srt 4.3 KB
  10. Project Recap and Concluding Remarks.mp4 26 MB
  2. Best Practices, Success Tips and Certification-en_US.srt 9.1 KB
  2. Best Practices, Success Tips and Certification.mp4 59.2 MB
  2. Machine Learning Regression 101-en_US.srt 15.8 KB
  2. Machine Learning Regression 101.mp4 100.1 MB
  2. Project Overview Bank Loan Risk Prediction-en_US.srt 15.2 KB
  2. Project Overview Bank Loan Risk Prediction.mp4 108.3 MB
  2. Project Overview-en_US.srt 5.6 KB
  2. Project Overview.mp4 37.1 MB
  2. What is boosting-en_US.srt 10.6 KB
  2. What is boosting.mp4 45.7 MB
  3. Artificial Intelligence (AI) and Machine Learning (ML) Super Powers-en_US.srt 12.3 KB
  3. Artificial Intelligence (AI) and Machine Learning (ML) Super Powers.mp4 107.6 MB
  3. Data Robot Demo Part #1 Sign Up and Dataset Upload-en_US.srt 20.3 KB
  3. Data Robot Demo Part #1 Sign Up and Dataset Upload.mp4 139.2 MB
  3. Decision trees and ensemble learning-en_US.srt 9.6 KB
  3. Decision trees and ensemble learning.mp4 52.7 MB
  3. Google Vertex AI Demo Part 1 Setup and Upload-en_US.srt 19.8 KB
  3. Google Vertex AI Demo Part 1 Setup and Upload.mp4 115.9 MB
  3. Microsoft Azure ML Demo Part #1 ML Signup and Studio Launch-en_US.srt 9.1 KB
  3. Microsoft Azure ML Demo Part #1 ML Signup and Studio Launch.mp4 45.9 MB
  4. Data Robot Demo Part #2 Target Selection & Exploratory Data Analysis-en_US.srt 29 KB
  4. Data Robot Demo Part #2 Target Selection & Exploratory Data Analysis.mp4 164.1 MB
  4. Google Vertex AI Demo Part 2 Model Training-en_US.srt 16.1 KB
  4. Google Vertex AI Demo Part 2 Model Training.mp4 85.6 MB
  4. Gradient Boosting Deep Dive #1 [Optional LectureAdditional Material]-en_US.srt 25.1 KB
  4. Gradient Boosting Deep Dive #1 [Optional LectureAdditional Material].mp4 131 MB
  4. Machine Learning The Big Picture-en_US.srt 16.5 KB
  4. Machine Learning The Big Picture.mp4 92.3 MB
  4. Microsoft Azure ML Demo Part #2 Dataset Creation-en_US.srt 13.7 KB
  4. Microsoft Azure ML Demo Part #2 Dataset Creation.mp4 70.5 MB
  5. Data Robot Demo Part #3 Model Training & Feature Importance-en_US.srt 11.2 KB
  5. Data Robot Demo Part #3 Model Training & Feature Importance.mp4 63.5 MB
  5. Gradient Boosting Deep Dive #2 [Optional LectureAdditional Material]-en_US.srt 7.2 KB
  5. Gradient Boosting Deep Dive #2 [Optional LectureAdditional Material].mp4 52 MB
  5. Machine Learning Key Elements (Recipe!)-en_US.srt 17.3 KB
  5. Machine Learning Key Elements (Recipe!).mp4 113.6 MB
  5. Machine Learning Regression Models Metrics-en_US.srt 15.2 KB
  5. Machine Learning Regression Models Metrics.mp4 99.3 MB
  5. Microsoft Azure ML Demo Part #3 Build ML Pipeline with ML Azure Designer-en_US.srt 27 KB
  5. Microsoft Azure ML Demo Part #3 Build ML Pipeline with ML Azure Designer.mp4 133.8 MB
  6. AWS SageMaker XGBoost-en_US.srt 7.1 KB
  6. AWS SageMaker XGBoost.mp4 53.7 MB
  6. Course Outline and Key Learning Outcomes-en_US.srt 10.9 KB
  6. Course Outline and Key Learning Outcomes.mp4 88.5 MB
  6. Data Robot Demo Part #4 Confusion Matrix, Precision, Recall, ROC, AUC-en_US.srt 27 KB
  6. Data Robot Demo Part #4 Confusion Matrix, Precision, Recall, ROC, AUC.mp4 140.2 MB
  6. Google Vertex AI Demo Part 3 Test and Deploy Trained Model-en_US.srt 19.4 KB
  6. Google Vertex AI Demo Part 3 Test and Deploy Trained Model.mp4 99.8 MB
  6. Microsoft Azure ML Demo Part #4 Execute and Test the Pipeline-en_US.srt 10.1 KB
  6. Microsoft Azure ML Demo Part #4 Execute and Test the Pipeline.mp4 52.4 MB
  7. Data Robot Demo Part #5 Model Assessment-en_US.srt 30 KB
  7. Data Robot Demo Part #5 Model Assessment.mp4 189.9 MB
  7. Microsoft Azure ML Demo Part #5 Deploy Model and Make Inference-en_US.srt 8.3 KB
  7. Microsoft Azure ML Demo Part #5 Deploy Model and Make Inference.mp4 40.9 MB
  7. Recap and Concluding Remarks-en_US.srt 8.5 KB
  7. Recap and Concluding Remarks.mp4 47.2 MB
  8. Data Robot Demo Part #6 Hyper Parameters Tuning-en_US.srt 9.1 KB
  8. Data Robot Demo Part #6 Hyper Parameters Tuning.mp4 54.3 MB
  8. Mini Project Build and Test Multiple Models-en_US.srt 1.7 KB
  8. Mini Project Build and Test Multiple Models.mp4 7.8 MB
  9. Data Robot Demo Part #7 Model Deployment and Making Inference-en_US.srt 15.6 KB
  9. Data Robot Demo Part #7 Model Deployment and Making Inference.mp4 70.3 MB
  9. Mini Project Solution Build and Test Multiple Models-en_US.srt 11.9 KB
  9. Mini Project Solution Build and Test Multiple Models.mp4 66.1 MB
  Bonus Resources.txt 307.2 B
  Get Bonus Downloads Here.url 204.8 B
  Introduction and Key Learning outcomes.pptx 317.6 MB
  Links to Other Courses.html 6 KB
  No-Code ML With DataRobot.pptx 13.8 MB
  No-Code ML with Google Vertex.pptx 7 MB
  No-code Machine Learning with MS Azure.pptx 8.2 MB
  Reading Material Machine Learning and AI in the FinanceBanking Industry.html 307.2 B
  Reading Material Machine Learning for Price Forecasting.html 512 B
  Reading Material The Rise of Machine Learning in Higher Education.html 716.8 B
  car_sales_data.csv 37.2 KB
  loan_inference.csv 409.6 B
  loan_train.csv 86.4 MB
  university_admission.csv 27.8 KB
  university_admission_inference.xlsx 8.8 KB
  ~$No-Code ML With DataRobot.pptx 204.8 B
  ~$No-code Machine Learning with MS Azure.pptx 204.8 B
  ▲ 97 total files

Description


No-Code Machine Learning: Practical Guide to Modern ML Tools

MP4 | Video: h264, 1280x720 | Audio: AAC, 44100 Hz
Language: English | Size: 3.45 GB | Duration: 6h 30m
What you'll learn
Master Machine Learning fundamentals without any intimidating mathematics and without writing a single line of code!
Build, Train and Deploy machine learning models that could predict loan default using customer features such as income, debt to income ratio, employment, and loan term using Microsoft Azure.
Master Google Vertex AI to automate the process of building and training machine learning models at scale.
Understand trained machine learning models by exploring feature importance.
Learn how to create multiple experiments using DataRobot AI and perform hyperparameter optimization.
Learn how to train multiple cutting-edge machine learning models using DataRobot AI and deploy the best model.

Requirements
The course has no prerequisites and is open to anyone with no or basic programming knowledge.
Students who enroll in this course will master Machine Learning fundamentals and directly apply these skills to solve real world challenging problems.
Description
Do you want to leverage the power of Machine Learning without writing any code?

Do you want to break into Machine Learning, but you feel overwhelmed and intimidated?

Do you want to leverage Machine Learning for your business, but you don’t have data science or mathematics background?

Download More Courses Visit and Support Us -->> https://FreeCourseWeb.com

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