Microsoft Data Science BootCamp

Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring in Microsoft Azure.

Start Learning Apply for Course

Your Outcome from This Programme

img

Set up an Azure Machine Learning workspace.

img

Run experiments and train models.

img

Optimize and manage models.

img

Deploy and consume models.


Upcoming Batches

Weekday

Apr 01 - May 31

Apply Now

Weekday

May 01 - Jun 06

Apply Now

img

Our Program Features

  • Aligned to Microsoft Certifications.
  • Dynamic Content based on the Microsoft Learn Platform.
  • Mentor Support Hours, Peer Learning and Industry Intervention included.
  • Capstone Projects, Labs, Practice Tests Included.
  • Exam Voucher Code to be purchased individually, not included in course price.
  • Student Pass from Microsoft Azure.

Course Curriculum Aligned Microsoft with DP-100 Certification

img

The Azure Data Scientist applies their knowledge of data science and machine learning to implement and run machine learning workloads on Azure

INDUSTRY EXPERTS

Meet our Instructors

img
Dr.Manish Kumar Jain

ML | Data Science | BigData | AI Hadoop| Deep Learning

img
Vimal Krishnan

AI | DS | Learning Solution Architect

img
Ken

Operations executive | L & D

img
Prachi Govardhan

Course Cordinator | Operations Executive

Course Outline

  • What You Will Learn
  • What Is Covered in This Training
  • How to Become a Data Scientist
  • Knowledge Areas and Underlying Competencies
  • Explore and analyse data with Python
  • Train and evaluate regression models
  • Train and evaluate classification models
  • Train and evaluate clustering models
  • Train and evaluate deep learning models
  • Use automated machine learning in Azure Machine Learning
  • Create a Regression Model with Azure Machine Learning designer
  • Create a classification model with Azure Machine Learning designer
  • Create a Clustering Model with Azure Machine Learning designer
  • Introduction to the Azure Machine Learning SDK
  • Train a machine learning model with Azure Machine Learning
  • Work with Data in Azure Machine Learning
  • Numpy: Introduction
  • Numerical operations on Numpy
  • Pandas: Getting started with pandas
  • Data Frame Basics, Key Operations on Data Frames
  • Review on Matrix Operations and Linear Algebra
  • Sci-py: working with Scipy
  • Statistics: Measuring central tendency,Variance, Inferential Statistics
  • Probability Distributions: Gaussian, Poisson Bernoulli, Binomial, Uniform, Exponential
  • Hypothesis Test: P test, t test, z-score, Chisquare test, ANOVA
  • Hands-on projects aligned with courseware and job descriptions
  • Describe Azure Databricks
  • Spark architecture fundamentals
  • Read and write data in Azure Databricks
  • Build and query a Delta Lake
  • Train a Machine Learning Model
  • Data Cleaning
  • Getting Started with Data Mining
  • Affinity Analysis
  • Recommender Systems
  • Prediction Analysis
  • Time Series, Down Sampling
  • Resampling, Unsampling
  • Time Deltas
  • Time series forecasting with AR, MR, ARMA and ARIMA
  • Multivariate Time Series

Learning path for Azure Data Scientist Associate

img img

Course Overview & Certification

  • The Data Science course is for graduates and career professionals looking to build their career in data science & analytics.
  • Candidates from the course are able to transition to roles such as business analysts, data analysts, data engineer, analytics engineer etc.
  • Learn relevant data science techniques, tools and technologies and hands-on application through industry case studies.
img

Pricing Option for Your Course

Call us on 9890122592 or speak to our bot and our counsellor will call you