HRDF Course - Azure Machine Learning Studio Training
Details
Microsoft Azure Machine Learning Studio is a collaborative, drag-and-drop tool you can use to build, test, and deploy predictive analytics solutions on your data. Machine Learning Studio publishes models as web services that can easily be consumed by custom
apps or BI tools such as Excel.
Machine Learning Studio is where data science, predictive analytics, cloud resources, and your data meet
The topics include
- Exploring Microsoft Azure Machine Learning Studio Features
- Learning available Machine Learning Modules
- Creating a Machine Learning Experiment Step by Step.
- Preparing Data
Outline
Module 1 Get Started on Azure Machine Learning Studio
- What is Machine Learning
- Azure Machine Learning Cloud
- Exploring Azure Machine Learning Studio
Module 2 Azure Machine Learning Modules
- Machine learning Algorithms Modules
- Data Input and Output Modules
- Data Transformation Modules
- Text Analytics Modules
Module 3 Creating a Machine Learning Experiment Step by Step
- Prepare Data
- Build a Model
- Deploy a Model
- Advanced Data Preparation
Module 4 Machine Learning Applications
- Image Recognition
- Time Series Analysis
- Anomaly Detection
- Text Analytics
Speaker/s
Dr. Aanand is a Full Stack Data Scientist who once had a torrid love affair with Physics. He has consulted and published in the area of Public Health, Electricity Markets, Telecom, BFSI, Advertising & Communication Strategies and Digital & Social Media Technologies. He has worked on assignments with international agencies such as International Monetary Fund, World Bank, Royal Netherland Embassy etc. besides MNCs like Tata Consultancy Services, Kie Square Consulting and several government organizations of national importance.
He regularly conducts general training programs in Python (Pandas, NumPy, SciPy, Matplotlib, Bokeh), R (dplyr, rstanarm, knitR, ggplot2), Data Visualization (Tableau, D3.js) and Machine Learnng (Reinforced Learning, Scikit Learn) and specialized training programs on Structural Equation Modeling and SAP Hana.
He holds a doctorate in Operations Research from Indian Institute of Management Ahmedabad and a post graduate in Physics from University of Mumbai. He has advanced training in mathematical programming including optimization, advanced multivariate data analysis, and simulation techniques. When he is not teaching or consulting he can be found meditating or heading for an adventurous trek.
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