Analytics Consulting & Solutions

Defour excels at providing evidence-based and data driven support in decision making to their customers, by integrating data regardless of size and structure. Defour identify recurring patterns, build metrics and implement integrated analytics systems that provide value, optimization and cost advantages.

Defour provide both broad and deep industry consulting expertise and the ability to tailor best-of- breed technology and solutions to clients business specific needs and objectives with an application of Advanced Predictive & Prescriptive analytics based consulting & solution for different industry verticals covering manufacturing, Oil & Gas , Power & Utilities, Pharma, Automobile and Service Industries

  • Benefits

    • People Empowerment - Actionable Insights, Decision Making & Improved Efficiency
    • Change Management - Knowledge Transfer, Digital Transformation & Optimize Operations
    • Asset performance - Predict Reliability, Plan Maintenance & Optimize Cost
    • Operational Excellence - Plan, Predict & Optimize
    • Business Intelligence Roadmap - development- Measure, Dashboard & Way forward
    • Production Optimization
    • Supply Chain efficiencies
  • Achieve Operational Excellence in

    • Anomaly detection in Machines
    • Real time Equipment performance prediction
    • Overall Equipment Effectiveness forecasting
    • Reliability / Integrity improvement opportunities
    • Bad Actor Identification
    • Procurement Analytics for Cost / Quality
    • Maintenance Planning optimization
    • Model Based equipment diagnostic advisory
    • Residual Life Assessment
    • Energy Efficiency Projection
    • Spare parts Optimization Watch Video

Consulting Oil & Gas Power & Utilities Renewable Pharmaceuticals Automobile Chemical Supply Chain Distribution Services Assets Management

Defour Analytics Courses & Training

Today data is being generated in almost every aspect of our lives, in all processes and in all industries. Real Challenge is to extract meaningful information from this data for decision making. Defour Analytics provides real-time Industry use cases oriented advance data analytics / data science courses and training programs which will help Industries to empower people to be able to extract useful information from millions of bytes within minutes in Pune and Mumbai. Defour provides data science classes in pune, data analyst course in pune, machine learning courses with most in demand analytics tool like R, Python, SAS.

Our Data Science Training in Pune, Data Analytics and Machine Learning Online Courses will take you through real-world analytics problems so that you can try various data analysis methods and techniques and learn more about quantitative and qualitative data analysis processes.

Python is a popular programming language for data analysis and data science courses, Take Introduction to Python for Data Science.

  • What is Data Analytics?

    Data analytics is the process of examining data sets in order to draw conclusions about the information they contain, increasingly with the aid of specialized systems and software. Data analytics technologies and techniques are widely used in commercial industries. Global organizations collect and analyze data associated with customers, business processes, market economics or practical experience. Data is categorized, stored and analyzed to study purchasing trends and patterns.
    Data analytics is also known as data analysis.

    What is Data Science?

    Data Science is a blend of various tools, algorithms, and machine learning principles with the goal to discover hidden patterns from the raw data.
    Data Science is primarily used to make decisions and predictions making use of predictive causal analytics, prescriptive analytics and machine learning.

    What are the tools commonly used for Data Analytics/Data Science?

    R, Python, SAS, SQL, Julia and Scala etc. Tools are used for Data Analytics/Data Science.

  • What do a Big Data Scientist / Data Analyst do?

    Data Analyst also plays a major role in Data Science. They perform a variety of tasks related to collecting, organizing data and obtaining statistical information out of them. They are also responsible to present the data in the form of charts, graphs and tables and use the same to build relational databases for organizations.

    What are the industry sectors that are using data analytics and machine learning?

    Financial markets, gambling and betting, Insurance, Retail banking, Mining and resources, Consumer products (Fast Moving Consumer Goods - FMCG), Healthcare and pharmaceutical, Energy, E-commerce, Web analytics etc.

    What is the scope of Data Analytics in India?

    In India or elsewhere in the world, the requirement of Data Analyst/Data Scientist is very high and will remain significant for quite a while.

    What are the eligibility criteria for the Data Analytics/Data Science Course?

    Bachelor's degree in relevant discipline or equivalent from a recognized university.

Defour Analytics providing in-depth exposure to Data Science, Big Data, Machine Learning and Data Analytics. Defour Analytics has experienced and professional faculty. We have designed a specialized training programme in Data Analytics Courses, Data Science Courses, machine learning classes in pune, python classes in pune, SAS Training in Pune and Mumbai.

Data science, which is a concoction of machine learning principles, algorithms, and various tools are used to figure out concealed patterns in raw data. It is because of data science training that data can be used to add value to any business. The future of artificial intelligence lies in data science.

Our Data Analytics, Data Science Course covers the entire data lifecycle starting from extraction of data, cleansing, structuring, Data Mining, Forecasting and reporting. Our Data Analytics, Data Science course starts topics such as Basic Statistics, Hypothesis Testing, Regression Analysis, Predictive Modelling, Machine Learning, Text Mining, Natural Language Processing (NLP), Forecasting, Data Visualization, Deep Learning, Big Data, Hadoop, Python, SAS etc, will be covered expansively.

  • Highlights

    • Industry use case led Advanced Data Analytics Courses.
    • Learn Data Analytics / Data Science through Domain Experienced Instructors
    • Become champion in Data Science with Industry Domain Knowledge
    • Additional 12 hours extended handholding to help in queries, assignments, project implementation, ...
    • Opportunity to work on Live Industry Projects
    • Mode of Programs:- Onsite, Classroom and Online Supervised training
    • Location for Classroom Training:- Pune, Mumbai, Indore, Delhi, Kolkata, Bangalore, Hyderabad
    • Knowledge Sharing Platform through Yearly Membership
    • Placement opportunities Watch Video

  • Supervised Learning Program Includes

    • Industry overview
    • Challenges in decision making
    • New patterns and relationship (Data Mining)
    • Predictive Modelling and analytics
    • Grouping volume data sets with clustering
    • Prediction of prospect through logistic regression
    • Smart decision making using decision tree
    • Familiarization of best analytics tools like R, Python, SAS, Advance excel etc.
    • Practical session using real life industry scenarios
    • Data Visualization techniques
Business Analytics Advance

Business Analytics Advance

Learn fundamentals and advance concepts of Business Analytics

Duration - 3 Months


Learn and understand operational analytics for all Operational Industries - Planning, Operation, Inventory and Logistic management

Duration - 3 Months
Oil & Gas

Oil & Gas / Refinery / Petrochemicals

Analyze Upstream, Midstream and Downstream data to achieve operational excellence

Duration - 3 Months
Power Generation & Distribution
										(Conventional & Renewable)

Power Generation & Distribution (Conventional & Renewable)

Develop Analytics on SCADA data and others to improve the Generation and Improve Asset availability

Duration - 3 Months
Supply Chain

Supply Chain

Supply chain analytics for improved forecasting for sales and operations planning and cost competitive effective logistics

Duration - 3 Months

Asset Management

Find out patterns for effective preventive maintenance and Asset Management for avoiding failures

Duration - 3 Months

Human Resources

Analytics in HR decision-making, Performance, Turnover - Attrition Prediction, Talent Management

Duration - 3 Months


Analytics in Managing and analyzing marketing performance to maximize its effectiveness and optimize return on investment (ROI)

Duration - 3 Months


Learn Risk Analytics & Credit Card Analytics, Fraud detection and Analytics, Credit Risk Analytics

Duration - 3 Months


Scholars University
Team Computers

Get in Touch

Whether you're just getting started on your digital transformation journey or looking to take your fleet to the next level with big data, get in touch today with our experts to discover how we can help. Defour provides analytics consulting services for the diverse manufacturing sector to achieve proactive risk management, cost optimization, increased revenue and customer satisfaction. Our Vision is empowering people and simplifying decision making in all levels by advanced analytics. We provide deeper Predicative & Prescriptive analytics which gives an impactful outcome across manufacturing portfolio segments in the areas of Oil & Gas, Power & Utilities, Pharma and Service Industries. Our office and training center are located in the same building at the heart of Pune City in India.