Event details
Date: July 25, 2023
Location: 25 Watline Ave
Address: 25 Watline Ave Mississauga
Event: https://www.eventbrite.ca/e/7-days-data-science-bootcamp-for-it-professionalsclassroom-in-toronto-gta-tickets-641606832307

Program name: 7 Days Data Science Bootcamp for IT Professionals

This training will be hosted hybrid way. In class-room is very much recommended. If not feasible then you can choose the online-class-room ticket option.

About the program: This program is curated for IT professionals and IT graduates who are willing to upgrade their technical skills to industry standards. It is a time-boxed hands-on experience program. Candidates will learn from professionals who are working in top IT MNCs.

Click here for Event Registration. Click here for other upcoming trainings for IT professionals.

Program Agenda:

Class 1: Data Analysis

  • Introduction to Python and R
  • Python libraries (Numpy, Panda)
  • Data Wrangling & Visualization tools and techniques
  • Bigdata , Tools and Technologies

 

Class 2: Statistics Part I

  • Sample & Population
  • Mean , Median, Mode
  • Proportion, Confidence Interval

 

Class 3: Statistics Part II

  • Hypothesis Testing
  • Bootstraping

 

Class 4: Statistical Methodologies Part I

  • First Order Model
  • Multiple Linear Regression
  • Simple, Cluster & Stratified sampling

Class 5: Statistical Methodologies Part II

  • Logistics Regression
  • Chi-Square test

 

Class 6: Machine Learning

  • About Machine Learning
  • K-Means, LDA, QDA
  • Time Series Analysis

 

Class 7: Work in Cloud

  • Basic Understanding of Cloud
  • Build & Run Model in Cloud (AWS/Azure)
  • Career Opportunities, Career Path guidance & Roadmap

 

Class schedule and venue 25 Watline Ave, Mississauga, ON L4Z 2Z1. Exact room details will be published to registered candidates prior to the program start date.

NOTE: Only registered attendees will receive the meeting link for this session.About the organizer: Organizer ‘Som’ (LinkedIn profile click here) is a Cloud Infrastructure Architect working in an MNC. Masters in Data Science and Analytics from University of Calgary. He has around 15 years of accomplishments in IT solutions delivery for various financial institutions across the globe. He is a Cloud expert, specializing in Amazon Web Services (AWS). AWS Certified Solution Architect Professional, Google Certified Digital Leader, Hashicorp Certified Terraform associate, and the saga continues to have more than a dozen of international certifications.

Feel free to contact us for any queries or visit us at https://e2esolutionarchitect.com/training-programs/

About this training program

IMPORTANT

  • It is a 5 days in-person program. 2 hours per class. Total 10 hours.
  • Program is specifically focussed on beginners in Cloud Technology.
  • The program contains hands-on workshop.
  • Eligibility for attending this training program
  • Fresh graduates, Working professionals or any one interested in IT field.
  • No prior knowledge is required for Cloud.
  • Candidates must carry their own laptops.

Pre-requisites:

Training format & Important notes:

  • This training program is in-person.
  • Total 5 classes. Each class length is 2 hours.
  • Light refreshments can be available during session.
  • Exact room details will be published to registered candidates prior to the program start date.
  • Classes may not be recorded. Please make notes.
  • This program doesn’t include any dedicated study material. Maximum whiteboard session, hands-on instruction and interactive discussion.
  • For any unavoidable situation if any class needs to be rescheduled then it will be notified well advanced to the participants.


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