DP-100: A-Z Machine Learning using Azure Machine Learning

Students : 40K+
Duration : 26.5 hrs
Avg Rating : 4.4
Original Price : $119.99
Discount Price : 92%OFF
Instructor / Provider : Jitesh Khurkhuriya, Udemy
Course Type : Self Paced Online Course. Lifetime Access
Coupon : Click on ENROLL NOW to apply discount code

After completing the course, you will…

• Prepare for and Pass the Azure DP-100 Exam
• Master Data Science and Machine Learning Models using Azure ML.
• Data Processing using Python and Pandas
• AzureML SDK for Python for complete Machine Learning Lifecycle.
• Azure Automated Machine Learning for faster and efficient Machine Learning model development and deployment
• Understand the concepts and intuition of Machine Learning algorithms
• Build Machine Learning models within minutes
• Deploy production grade Machine Learning algorithms
• Deploy Machine Learning webservices in the simplest manner

The course is very hands on and you will be able to develop your own advance models while learning,

• Advance Data Processing methods
• Statistical Analysis of the data using Azure Machine Learning Modules
• MICE or Multiple Imputation By Chained Equation
• SMOTE or Synthetic Minority Oversampling Technique
• PCA; Principal Component Analysis
• Two class and multiclass classifications
• Logistic Regression
• Decision Trees
• Linear Regression
• Support Vector Machine (SVM)
• Understanding how to evaluate and score models
• Detailed Explanation of input parameters to the models
• How to choose the best model using Hyperparameter Tuning
• Deploy your models as a webservice using Azure Machine Learning Studio
• Cluster Analysis
• K-Means Clustering
• Feature selection using Filter-based as well as Fisher LDA of AzureML Studio
• Recommendation system using one of the most powerful recommender of Azure Machine Learning
• All the slides and reference material for offline reading

Who this course is for:

• Developers who want to start a career in or wants to learn about the exciting domain of Data Science and Machine Learning
• Existing Data Scientists who want to earn DP-100 Certification
• Anyone who wants to learn Data Science and Machine Learning
• Business Analysts who want to apply Data Science to solve business problems
• Functional Experts who can take help of Machine Learning and build/test their hypothesis quickly
• Students and non-technical professionals who want to start a career in Machine Learning
• Data Engineers or Software Engineers who want to learn Data Science and Machine Learning

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