Data Science with Python Certification and Training

Data Science with Python Certification and Training by certified and experienced professionals from Irine Digital Factory.

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COURSE DESCRIPTION

  • Data Science Overview
  • Data Analytics Overview
  • Statistical Analysis and Business Applications
  • Python: Environment Setup and Essentials
  • Mathematical Computing with Python (NumPy)
  • Scientific computing with Python (Scipy)
  • Data Manipulation with Python (Pandas)
  • Machine Learning with Python (Scikit–Learn)
  • Natural Language Processing with Scikit-Learn
  • Data Visualization in Python using Matplotlib
  • Data Science with Python Web Scraping
  • Python integration with Hadoop, MapReduce and Spark

On-Site Classroom Training

  • Course Duration: 40 Hours
  • Course Cost: Rs. 50,000/ Day + Taxes
  • Infrastructure Required: Apple Compatible Projector, Wifi Connectivity
  • Attendees allowed: 20

Off-Site Virtual Training via Adobe Connect or Cisco WebEx

  • Duration: 40 Hours
  • Cost: Rs. 45,000/ Day + Taxes
  • Infrastructure Required: Wifi Connectivity
  • Attendees allowed: 20
  • Complete access to self-paced high quality video tutorials prepared by experienced and certified experts for 6 months.
  • Access to enterprise-class learning management system (LMS)
  • A certificate of course completion by Irine Digital Factory.
  • In-depth performance reporting for individuals and teams
  • 24x7 online support
  • Access to course forum for 6 months to discuss and share knowledge with peers and like minded professionals.
  • Enterprise discount for all the relevant events, workshops and webinars organised by Irine Digital Factory
  • What are course objectives?

The Data Science with Python course will furnish you with in-depth knowledge of the various libraries and packages required to perform data analysis, data visualization, web scraping, machine learning and natural language processing using Python. With this Data Science with Python course, you will learn to work with Python packages such as PROC SQL and various statistical procedures such as PROC UNIVARIATE, PROC MEANS, PROC FREQ, and PROC CORP, as well as advanced analytics techniques such as clustering, decision tree, and regression.

  • What you will be learning in Data Science with Python Corporate Training Program?
  1. Gain an in-depth understanding of data science processes, data wrangling, data exploration, data visualization, hypothesis building, and testing. You will also learn the basics of statistics.
  2. Install the required Python environment and other auxiliary tools and libraries
  3. Understand the essential concepts of Python programming such as data types, tuples, lists, dicts, basic operators and functions
  4. Perform high-level mathematical computing using the NumPy package and its large library of mathematical functions
  5. Perform scientific and technical computing using the SciPy package and its sub-packages such as Integrate, Optimize, Statistics, IO and Weave
  6. Perform data analysis and manipulation using data structures and tools provided in the Pandas package
  7. Gain expertise in machine learning using the Scikit-Learn package
  8. Gain an in-depth understanding of supervised learning and unsupervised learning models such as linear regression, logistic regression, clustering, dimensionality reduction, K-NN and pipeline
  9. Use the Scikit-Learn package for natural language processing
  10. Use the matplotlib library of Python for data visualization
  11. Extract useful data from websites by performing web scrapping using Python
  12. Integrate Python with Hadoop, Spark and MapReduce
  • Who should take Data Science with Python Corporate Training Program?
    • There is a booming demand for skilled data scientists across all industries that make this course suited for participants at all levels of experience. We recommend this Data Science with Python training particularly for the following professionals:
      • Analytics professionals who want to work with Python
      • Software professionals looking to get into the field of analytics
      • IT professionals interested in pursuing a career in analytics
      • Graduates looking to build a career in analytics and data science
      • Experienced professionals who would like to harness data science in their fields
      • Anyone with a genuine interest in the field of data science
  • What are the course pre-requisites before attending Data Science with Python training Program?

    There are no prerequisites for this Data Science with Python course. The Python basics course included with this program provides additional coding guidance.

  • Adobe Certified Expert – Photoshop | InDesign | Digital Publishing Suite
  • CEO | Irine Digital Factory Pvt. Ltd
  • National Adjunct Faculty | Visual Communication & Digital Marketing | NIIT Ltd. & Training.com (Retainer, implemented over 3000 hours of virtual training on graphic designing, visual communication, digital marketing, customer relationship management to working professionals pan India)
  • Content Developer | NIIT Ltd. (Authored 6 books on digital marketing, 1 on Customer Relationship Management)
  • Art Director | India Today (Headed Art Direction and digital production of 17 magazines)
  • User Group Manager | Adobe InDesign | Illustrator User Groups – Delhi (Community driven program for over 2500 creative professionals pan Delhi NCR)
  • Senior Executive – Siemens Communication, Media & Technology (technical head of the digital publishing, developing highly engaging and intuitive apps for magazines)
  • Corporate Trainer & Workflow Consultant on Branding, Visual Communication, Graphic Designing, Digital Marketing & Digital Publishing
  • Professional Certified Marketer | Digital Marketing – American Marketing Association
  • Social Marketing Certified – HootSuite
  • Google Analytics Certified
  • Google AdWords Fundamentals Certified
  • Google AdWords Search Certified
  • Google AdWords Display Certified
  • Google AdWords Mobile Certified
  • Google AdWords Video Certified
  • Google AdWords Shopping Certified
  • Google Mobile Sites Certified
  • Google Digital Sales Certified
  • Content Marketing Certified – HubSpot
  • Email Marketing Certified – HubSpot
  • Inbound Sales Certified – HubSpot
  • Content Marketing Certified – HubSpot
  • Digital Marketing: Customer Engagement, Social Media, Planning, & Analytics – Columbia Business School
  • Bing Ads Accredited Professional – Microsoft
  • Post Graduate Diploma in Digital Marketing (Pursuing) – Digital Marketing institute

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