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Professional Certificate in

Construction and Architectural Analytics Course

Certification Course in Construction and Architectural Analytics is structured to fit your ambition. Understand the latest innovations in Construction Industry and gear up with the required skills in Artificial Intelligence, Data Science, and IR 4.0.
  • Get Trained by Trainers from ISB, IIT & IIM
  • 16 Hours of Intensive Interactive Online Sessions
  • 20 Hours of Free Python Programming Videos
  • Job Placement Assistance
Construction and Architectural Analytics course - 360digitmg
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Construction and Architectural Analytics course reviews - 360digitmg
2060 Learners
Academic Partners & International Accreditations
  • Machine Learning course certification with innodatatics
  • Machine Learning course with nasscomm
  •  Construction and Architectural Analytics course with TUV
  •  Construction and Architectural Analytics Certification Course with SUNY
  •  Construction and Architectural Analytics Course with NEF
  •  Construction and Architectural Analytics course with Microsoft

As per the reports of the Bureau of Labor Statistics and CIC, the construction industry will be the fastest emerging industry in 2020. It is estimated that Construction has a 4.6% projected growth rate in the coming years, making construction a leading industry in employment growth and wages. Analysts also predict that the construction industry will have a significant rise in real output, up to $1.3 trillion by 2021. Escalations in innovative technologies are enabling the construction industry towards digital transformation. Specifically, technologies like Artificial Intelligence, Data Science, IR 4.0, IoT are adequately re-framing the construction industry minimizing the negative effects like low productivity and time consumption. Clients are looking forward to these technologies to be involved in their customized or tailor-made homes, office spaces, commercial buildings, etc which improve security and health parameters. There is a huge scope for the younger generation who can up-skill themselves with innovative technologies that are significantly used in the construction industry.

Construction and Architectural

Program Cost

INR 12,000/-

Overview of Construction and Architectural Analytics Course

There is heavy competition in the construction industry and technology is aiding in making the construction business move into a smart industry. In these quick-paced times, Data Science, AI, Cloud Computing, IoT technologies are trending. The Construction and Architectural Analytics program is specially designed for professionals to equip with new-age tools and technologies commonly used as best practices to stay ahead in the competition.

Learning Outcomes of Construction and Architectural Analytics Course

360DigiTMG, India provides the best training in Construction and Architectural Analytics for the aspirants who want to foster their career. The objective of this course is to deliver the training in eminent concepts which enhances the skillsets of the students. The program curriculum is designed meticulously by the top industry experts which helps students to acquire in-depth knowledge and prepare them as the future-ready workforce. The Construction and Architectural Analytics course covers topics such as AI, advantages of Big Data tools, emerging technologies like Machine Learning, IoT sensors, and many more.

Understand about the challenges in Construction Data
Applications and benefits of AI and Data Science the Construction Industry
Work with various data sources used in the Construction sector
Advantages of Big Data tools
Learn how to take actionable decisions using Data
Data Visualization techniques to derive insights into Construction Data
Machine Learning case studies applied to Building Data
Understand IoT sensors and Data generation from sensors of Autonomous Equipment
Forecast the risk and project costing
Learn about video analytics for the Safety Management

Block Your Time

Construction and Architectural analytics course - 360digitmg

16 hours

Live Sessions

Construction and Architectural analytics course - 360digitmg

20 hours

Python Programming Videos

Who Should Sign Up?

  • Construction and Architectural Analysts
  • CFO/Director/Head of Finance
  • Business Analysts
  • Data Analysts
  • Risk Managers
  • Certified Construction and Architectural Analysts
  • Credit Analysts
  • Construction and Architectural Advisors
  • Math, Science and Commerce Graduates

Modules of Construction and Architectural Analytics Certification Course

The construction industry is exploding with numerous data sources, being efficient with programming languages of Data Science is not enough, the core Analytics of this field is much needed for the beginners. To satisfy this need, the Construction and Architectural Analytics Course is specifically crafted that includes the use of innovative technologies efficiently and effectively. The tools and techniques are elucidated in detail, which enables students to apply in real-time projects. The modules emphasize the applications of modern technologies like Data Science, AI, Machine Learning in the construction industry. Students are introduced to the importance and applications of Smart manufacturing using IIoT, and Big data Analytics.

The important concepts like Prediction and Forecasting enable students to predict based on the algorithms using SCADA and also able to forecast future consumption based on the IoT data of equipment. Video Analytics is used to maintain safety measures at the workplace which is given higher priority. AI and Deep Learning, Neural Networks are used for Facial and Object recognition. Students are also trained with programming languages such as Hadoop and Spark which play a pivotal role. Apart from this, students are given the opportunity to work on real-time projects which helps them to gain expertise and enhance their skills. This kind of training pedagogy helps students to boost their confidence and enable them to get placements in giant construction companies.

  • About 360DigitMG & Innodatatics
  • Data Explosion, Digital Transformation & Industrial Revolution 4.0
  • Value Stream & Opportunities in Construction
  • Raw Data collected in Construction and Architecture
  • Basics and cost estimation of Supply Chain
  • Standards, Regulations, and Best Practices

AI and Data Science in Building will drive the industry to higher productivity and improved efficiency. Exciting solutions are developed with the adoption of AI in the space of Predictive Maintenance, Production Quality Inspection, Inventory Management, etc. The Data is being churned using AI and Data Science applications to give a competitive edge with available digital Data


  • Understand the difference between AI, Data Science, and Machine Learning
  • Examples of AI solutions in Construction
  • Solutions of Machine Learning in Construction
  • Video Analytics in Safety and Risk mitigation
  • Text Mining of Customer Reviews
  • Cost Reduction through Predictive Maintenance
  • AI-driven Automated Quality Assurance
  • Supply Chain – Optimized Inventory Management
  • Instant Access to Information to Customers via AI-Driven Chatbot

Thanks to Industry 4.0 and the development of the digital world, Modern manufacturing is undergoing huge transformations. The application of Data Science and AI in Manufacturing is high now in all aspects from raw materials procurement to finished product delivery.

The fourth Industrial Revolution deals with the principles of the cyber-physical system (CPS). Machines capable of predicting failures, understanding the maintenance cycle, taking appropriate actions in case of need autonomously are a few examples of smart systems.


  • IR 4.0 & its Capability Maturity Roadmap
  • IIoT Sensors for Manufacturing
  • Wireless Sensor Networks
  • IIoT Sensors Data & Cloud Computing
  • Smart Manufacturing Setup
  • Smart Factories & Role of Pillars of IR 4.0
  • Introduction to Big Data in Manufacturing
  • Hadoop and its Distributed Framework
  • Data Collection - IoT sensors, Inventory, etc.
  • Data Storage using Hadoop and its Ecosystems
  • Data Processing using Spark on Big Data

Machine Learning in Construction and Building is impacting the bottom-line. Machine Learning applications vary from Machine breakdown predictions, Quality Control, Optimize Supply Chain, etc.


  • Confirmatory Analysis using Hypothesis Testing
  • Data Mining Supervised Learning
    • Regression for Predicting On-Site Machine Breakdown
    • Classification for Predicting Specific Equipment Breakdown
  • Unsupervised Learning
    • Clustering of Building material

The most widely used application of Data Science in manufacturing is performing predictive analytics of machine break down. From the likes of Food and Beverages, Oil and Gases, Tobacco, Automobile, etc all the industries are adopting the machine break down models. Data gathered from SCADA systems and combined with the Data obtained from sensors is used to train the algorithms to predict the incidents up front to manage the production cycle appropriately.


  • SCADA Data, Server Data & Cloud Data of Machinery
  • Critical Equipment Failures in Machinery
  • Wind Turbine Breakdown Models
  • Battery Breakdown Prediction Model
  • Transformers Trip Breakdown Prediction Model

Raw material requirement is highest in the construction industry. Understanding the various raw material needs upfront will help effectively use the inventory. Also one can place the order for raw materials upfront with the best price if the demand is known upfront.

One major cost in construction is the usage of electricity. Placing IIoT sensors in all required places to get the data for forecasting future usage is pivotal for cost savings. One can also come to know whether any electrical components are being used even when the business is off.


  • Supply-Demand Synergies based on Model-Driven Approaches
  • Improving the Accuracy of Forecasting Models
  • IoT data from Electrical components for Forecasting future consumption

The safety of the workforce is given the highest importance in all industries and the construction industry has even more stringent labor laws. Video analytics helps monitor the workforce during all times and raise proactive alarms if any one of them stands a risk of getting hurt. One can also automatically track attendance.


  • Deep Learning and AI techniques to perform Object Recognition
  • Neural Network for Automatic Facial Recognition – Resource Tracking
Tools Covered
Construction and Architectural analytics course using python
Construction and Architectural analytics training using r programming
Construction and Architectural analytics training using r studio programming
Construction and Architectural analytics training with jupyter
How we prepare you
  • Construction and Architectural analytics training with placements
    Additional Assignments of over 60+ hours
  • Construction and Architectural analytics course with placements
    Live Free Webinars
  • Construction and Architectural analytics training institute with placements
    Resume and LinkedIn Review Sessions
  • Construction and Architectural analytics course with certification
    Lifetime LMS Access
  • Construction and Architectural analytics training
    24/7 Support
  • Construction and Architectural analytics certification
    Job Placements in Construction and Architectural Analytics Fields
  • best Construction and Architectural analytics course
    Complimentary Courses
  • best Construction and Architectural analytics course training
    Unlimited Mock Interview and Quiz Session
  • best Construction and Architectural analytics training with placements
    Hands-on Experience in Live Projects
  • Construction and Architectural analytics course
    Offline Hiring Events

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Construction and Architectural Analytics Course Panel of Coaches

data scientist trainers

Bharani Kumar Depuru

  • Areas of expertise: Data Analytics, Digital Transformation, Industrial Revolution 4.0
  • Over 18+ years of professional experience
  • Trained over 2,500 professionals from eight countries
  • Corporate clients include Deloitte, Hewlett Packard Enterprise, Amazon, Tech Mahindra, Cummins, Accenture, IBM
  • Professional certifications - PMP, PMI-ACP, PMI-RMP from Project Management Institute, Lean Six Sigma Master Black Belt, Tableau Certified Associate, Certified Scrum Practitioner, (DSDM Atern)
  • Alumnus of Indian Institute of Technology, Hyderabad and Indian School of Business
Read More >
data scientist trainers

Sharat Chandra Kumar

  • Areas of expertise: Data sciences, Machine learning, Business intelligence and Data Visualization
  • Trained over 1,500 professional across 12 countries
  • Worked as a Data scientist for 18+ years across several industry domains
  • Professional certifications: Lean Six Sigma Green and Black Belt, Information Technology Infrastructure Library
  • Experienced in Big Data Hadoop, Spark, NoSQL, NewSQL, MongoDB, Python, Tableau, Cognos
  • Corporate clients include DuPont, All-Scripts, Girnarsoft (College-, Car-) and many more
Read More >
data scientist trainers

Bhargavi Kandukuri

  • Areas of expertise: Business analytics, Quality management, Data visualisation with Tableau, COBOL, CICS, DB2 and JCL
  • Electronics and communications engineer with over 19+ years of industry experience
  • Senior Tableau developer, with experience in analytics solutions development in domains such as retail, clinical and manufacturing
  • Trained over 750+ professionals across the globe in three years
  • Worked with Infosys Technologies, iGate, Patni Global Solutions as technology analyst
Read More >
Construction and Architectural analytics course certification - 360digitmg


Earn a certificate and demonstrate your commitment to the profession. Use it to distinguish yourself in the job market, get recognised at the workplace and boost your confidence. The Data Science in Construction & Architecrual Certificate is your passport to an accelerated career path.

Alumni Speak

Pavan Satya

"The training was organised properly, and our instructor was extremely conceptually sound. I enjoyed the interview preparation, and 360DigiTMG is to credit for my successful placement.”

Pavan Satya

Senior Software Engineer

Chetan Reddy

"Although data sciences is a complex field, the course made it seem quite straightforward to me. This course's readings and tests were fantastic. This teacher was really beneficial. This university offers a wealth of information."

Chetan Reddy

Data Scientist

Santosh Kumar

"The course's material and infrastructure are reliable. The majority of the time, they keep an eye on us. They actually assisted me in getting a job. I appreciated their help with placement. Excellent institution.”

Santosh Kumar

Business Intelligence Analyst

Kadar Nagole

"Numerous advantages of the course. Thank you especially to my mentors. It feels wonderful to finally get to work.”

Kadar Nagole

Data Scientist

Gowtham R

"Excellent team and a good atmosphere. They truly did lead the way for me right away. My mentors are wonderful. The training materials are top-notch.”

Gowtham R

Data Engineer

Wan Muhamad Taufik

"The instructors improved the sessions' interactivity and communicated well. The course has been fantastic.”

Wan Muhamad Taufik

Associate Data Scientist

Venu Panjarla

"The instructors went above and beyond to allay our fears. They assigned us an enormous amount of work, including one very difficult live project. great location for studying.”

Venu Panjarla

AVP Technology


Our Alumni Work At

Our Alumni

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FAQs for Construction and Architectural Analytics Training

A basic degree with a construction background is required like Btech in Civil Engineering or Architecture or Diploma in Civils.

It is good to have knowledge of Statistics. The curriculum is designed to elucidate the basic concepts of programming languages. So, you won’t find any difficulty in learning programming languages.

Yes, we provide training in both Online and offline mode. You can avail online training program in the comfort of your time. The timings are very flexible.

We provide assignments that help you to acquire in-depth knowledge of the applications of tools and technologies.

Students will be allowed for LMS access. With this, you will be able to access the recorded sessions of the training to revise or if you miss any class.

We have a dedicated team of mentors. We provide 1:1 mentorship to support you throughout the learning process.

We conduct mock interviews, assist in building the resumes, and provide interview questions for practice.

Yes, we provide the complete study material.

No, it is included in the package of the course.

Jobs in the field of Construction and Architectural Analytics

Jobs in the field of Construction and Architectural Analytics

The job roles include Construction Analyst, Analytics Construction Manager, Data Analyst, Project Analyst, Business Analyst, etc.

Salaries for Construction and Architectural Analytics

Salaries for Construction and Architectural Analytics Professionals

The average salary for an Analytics Manager with Data Analysis skills in India is ?1,216,413 at an early level, at the mid-level it would be around ?1,594,827. For an experienced Analytics Manager, it is ?2,007,642 approximately.

Construction and Architectural Analytics Course Projects

Construction and Architectural Analytics Course Projects

Projects include using 3-D laser scanning, and geographic information systems, which improves accuracy and speed. Using 5-D BIM technology, novel building materials like aerogels, nanomaterials, self-healing concrete, which enhances safety and reduces cost.

Role of Open Source Tools in Construction and Architectural Analytics Course

Role of Open Source Tools in Construction and Architectural Analytics

Big Data tools play a pivotal role in gaining technical expertise in Construction Analytics. Hadoop and Spark programming tools and their applications are explained in detail.

Modes of Training for Construction and Architectural Analytics Course

Modes of Training for Construction and Architectural Analytics Course

360DigiTMG provides training both in online and offline mode as per the flexibility of the participants. 1:1 mentorship is provided to support the students.

Industry Application of Construction and Architectural Analytics Course

Industry Application of Construction and Architectural Analytics Course

The industry applications of Construction Analytics are immense specifically in the construction industry where the built environment and the health of the occupants are considered.

Companies That Trust Us

360DigiTMG offers customised corporate training programmes that suit the industry-specific needs of each company. Engage with us to design continuous learning programmes and skill development roadmaps for your employees. Together, let’s create a future-ready workforce that will enhance the competitiveness of your business.


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Our prices will be revised starting 1st June 2024

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