Data Science & Analytics Expert - Training and Certification

This course will take you through the landscape of data science, machine learning and artificial intelligence. You will be given a bird's eye view of what these technologies are, where they originated from and how they are being used in your industry. We will also give you an overview of data lifecycle, data strategy and design thinking with data to create the right mindset and mental models for you before you dive deep into data analytics.

Key Features

Shareable Certificate

Earn a Certificate upon completion

Beginner Level

No prior experience required.

100% online courses

Start instantly and learn at your own schedule

Approx. 18 hours to complete

3 hours/session

Hands-on project

One month live project

Why Data Science & Analytics Training and Certification from stratXG, specifically?

  • We guide you through an in-depth understanding of the application and scope of data-related technologies in your sector. You will learn of data science and related technologies, via used cases, on how data is relevant in your industry
  • We will help build your understanding of data analytics, statistics, and predictive modeling from the ground up by exposing you to statistical softwares like Minitab / JMP as add-ons to run the analysis. You will use an experiential hands-on approach to walk through: Data analysis and Hypothesis Testing | Exploratory Data Analysis | Data Visualization | Predictive modeling | Supervised models- linear and multivariate regression | Unsupervised models - Logistic regression, clustering, and decision trees.
  • In this module we will learn with a practical case-based approach - which will be within the domain of your learning in your functional area and in your industry. We will use a detailed case study which is contextualized to your business and your functional expertise to help you implement your data literacy in a real-world business scenario. We run this as a workshop where you get mentored by industry experts that helps you real skill development in data.
  • Faculty with 25+ year of experience in global & Indian multinational organizations |Gain experience of live Projects | Online class with real life project discussion from different industries | Actives based leaning & engaging video content | Mentoring support |Group & peer discussion

About Course

Duration

  • 18 Live Virtual sessions over 8 Days (Weekend Class)
  • 3 Hours/ Day, starting from 22nd Aug | 6PM - 9PM
  • 30 days Project Duration, with 4 Live Mentoring Sessions

Trainer Profile

Ratan Pandey

- He is a certified black belt & master black belt from International General Electric & ASQ having more than 20 years in utilizing Six Sigma Concept, tools & methodology to influence business results.
He has been leading business transformation projects in manufacturing, service & health sectors. Trained hundreds of professionals in manufacturing /service sectors & completed more them 150+ black belt projects with core expertise in warranty reduction Lean, business modeling &design of experiment
Ratan is B.E. (Mechanical) from SU, M. Tech (Operation) from NIT Jamshedpur & DBA- Material Management from (IMT), is having 25 years of experience in working with leading Indian & global manufacturing & service company
Practice Area—Business Process Improvements, Design Thinking, Innovation, IoT & Data Science

Learning Benefits

  • You will build your understanding of data analytics, statistics, and predictive modeling from the ground up.
  • We will use Statistaical software Like Minitab / JMP as add-ons to run the analysis. We will use an experiential hands-on approach to take you through: Data analysis and Hypothesis Testing | Exploratory Data Analysis | Data Visualization | Predictive modeling | Supervised models- linear and multivariate regression | Unsupervised models- logistic regression, clustering, and decision trees.

Career Benefits Designation

  • Become Eligible for jobs demanding analytical background
  • Fill the void of thousands of untapped High-Paying Jobs for Six Sigma Certification Holders having Talent Shortage
  • Open doors to Job Opportunities Abroad demanding specialization
  • Improve your CV & Linkedin Profile with professional development
  • Distinguish your profile from peers during Job Interviews

Course Curriculum – Objective-Based Curriculum Plan

Week -1 Introduction - Principles of Data Analytics
  • Introduction to analytics, Applications of Analytics, Analytics Methodology, Introduction to Big Data Ecosystems Definition & Data Science applications | What is the question & its data science answer | Why there is an explosion of data | what role does data visualization play in Data Science | What do you predict will happen in Data Science in 5 years | what skills do a Data Scientist need to be successful?
Week-2 : Learning Statistics & probability
  • Statistical Thinking for Data Science | Learning Minitab | Data Cleaning of Numerical Data | Simple Visualization | Data Collection – Sampling | Introduction to Probability | Statistical Inference - Confidence Intervals | Bayes' formula
Week-3 : Learning the Association of data
  • Studying Association: Two-way Table | Chi- Square &Analysis of Variance | Exploratory Data Analysis | Introduction to Predictive Modelling Linear Regression Time Series Forecasting | Forecasting Errors | Introduction to Classification Models | Logistic Regression | Introduction to Bayesian Modeling
Week-4 : Leaning exploratory data Analysis & visualization
  • Graphs Are Comparisons | Decision Making Process of Data Visualization | Introduction to AI, ML & Deep Learning | Introduction to Clustering | Introduction to R
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