Professional Certificate in
Defense Analytics Course
- Get Trained by Trainers from ISB, IIT & IIM
- 16 Hours of Intensive Online Sessions
- 20 Hours of Free Python Programming Videos
- Get Quiz Questions and Use Cases
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2024 Learners
Academic Partners & International Accreditations
Defense Analytics is an application of Big Data Analytics to the defense data to make informed mission-critical decisions, drive operational agility, and improve service delivery with data.
Overview of Defense Analytics Course
Data Analytics has been helping all domains in solving crucial issues and taking informed and profitable decisions. Its defense application has been a lifesaver for public services. Defense agencies are leveraging data to make a critical response faster. Thanks to Defence Analytics now government agencies are responding fast to crises and delivering economic relief and public services. 360DigiTMG course graduates can easily develop optimized Defense solutions and help agencies to make informed decisions.
Defense Analytics Course Training Learning Outcomes
Defense Analytics is a special branch of Data Analytics that involves using public data with analytical tools to improve and provide better public service.
The Certification Program in Defense Analytics is a sui generis attempt to blend analytics solutions for better Defense practices and the development of new strategies for efficient crisis response. Specifically designed to suit the defense professionals and data professionals who wish to understand the application of Big Data Analytics, Machine Learning, Neural Networks, and Deep Learning to defense industry data. Our Defence Analytics course is meant for professionals from the defense domain as it provides a comprehensive picture of how data science and artificial intelligence can be leveraged to increase the efficiency of defense practices and strategies. Understanding the applications of Data Science, Machine Learning to defense will be the prime objective of this content-rich program.
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Who Should Sign Up?
- IT Engineers
- Data and Analytics Manager
- Business Analysts
- Data Engineers
- Math, Science Graduates
- Graduates Planning to Apply for Railway Jobs
Defense Analytics Course Modules
This document details the defense analytics program. Sessions are broken down in a module-wise manner to understand the topics in a better way. The focus of this analytics will be on the overall defensive strategy of the military.
- Introduction to the world of Defense System for Countries
- Importance of Logistics in any sort of Military operations
- Usage of drones for threat monitoring and identification
- Discussion on the automated self-defense systems like the Iron dome of Israel
- Basic information on AI and ML
- Examples of important logistic failures in the history of military warfare, using the example of Napoleon’s 1812 invasion of Russia
- Introduction to the various stages of analytics and using a historical example of the various stages can help understand the steps involved in analytics
- Discussion on CRISP-ML (Q)
- Explanation of the importance of CRISP-ML (Q) in various Data Science related projects
- Explanation of unsupervised and supervised learning
- Explanation of the training, validation, and testing stages of supervised learning
- Understanding right fit, underfit and overfit scenarios in supervised learning
- Understanding Hyperparameter tuning in the context of overfitting
- This module covers the various steps of EDA
- Discussion on the 4 business moment decisions in EDA
- Discussion on univariate, bivariate, and multivariate EDA steps
- Explanation of the various pre-processing steps involved in any Machine learning or Artificial intelligence project
- A brief introduction to feature engineering
- Re-cap of unsupervised learning in ML
- Understanding of clustering in layman’s terminology
- Understanding K-means clustering from a technical perspective
- Understanding the usage of elbow curve and silhouette scoring to decide on the ideal number of clusters
- Use Case: Clustering of various nations across the globe, as per their defense spending per capita GDP percentage, using historical data from 1960 to 2020
- Re-cap on supervised learning
- Understanding of nearest neighbor in ML
- Understanding the KNN algorithm and distance metrics
- Understanding of early stopping point in the training phase
- Explanation of the need for an odd number of neighbors when classifying
- Use Case: Classifying the various nations of the world in terms of their overall weapons export since 1960
- Understanding the decision-making process for humans and correlating to the topic of Decision Trees
- Understanding the various components of a decision tree
- Understanding the idea behind the root node and how it affects the overall tree
- Understanding entropy and information gain concepts of decision tree to make logical choices on the root node
- Usage of hyper parameter tuning to optimize the tree
- Use Case: Classification of historical bombing during ww2 to understand how the process of choosing targets could have been optimized with ML, and how it could have helped avoid various unnecessary civilian casualties
- Introduction to the concept of line equation
- Correlation of line equation in ML terms
- Understanding of correlation and its importance in Linear regression
- Differentiating between the equations of SLR and MLR
- Explanation of the OLS concept
- Use Case: This use case deals with the cost of setting up forward operating bases which act as the frontline of any defensive strategy of the military. This will be dealt with the usage of MLR to make accurate predictions on the overall cost of military operations
- Re-cap on the topics covered before
- Understanding the importance of AI
- Understanding the reasoning behind the concept of neural networks
- Explanation on the perceptron algorithm
- Introduction to multilayer perceptron
- Understanding the concept of weight calculations
- Brief intro to gradient descent
- Use Case: Casualties are the harsh reality of war. However, not all casualties are directly related to war itself. Using ANN, trying to understand and predict how casualties of war can be classified
Tools Covered
Trends in Defense Analytics Course
The market for defense analytics is a growing market. There is an increased usage of AI, and analytics towards defense analytics. The global defense IT spending market size was USD 81.28 billion in 2019. The market is projected to grow from USD 82.12 billion in 2020 to USD 110.89 billion in 2027 at a CAGR of 4.38% during the 2020-2027 period.
How we prepare you
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Get Quiz Questions and Use Cases
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Live Free Webinars
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Resume and LinkedIn Review Sessions
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Lifetime LMS Access
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24/7 Support
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Job Placements in HR Analytics Fields
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Complimentary Courses
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Unlimited Mock Interview and Quiz Session
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Hands-on Experience in Live Projects
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Offline Hiring Events
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+91 9989994319Defense Analytics Training program Panel of Coaches
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
Sharat Chandra Kumar
- Areas of expertise: Data sciences, Machine learning, Business intelligence and Data
- 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
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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
Certificate
Earn a Defense Analytics Course 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 Defense Analytics Course Certificate is your passport to an accelerated career path.
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Alumni Speak
"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
"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
"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
"Numerous advantages of the course. Thank you especially to my mentors. It feels wonderful to finally get to work.”
Kadar Nagole
Data Scientist
"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
"The instructors improved the sessions' interactivity and communicated well. The course has been fantastic.”
Wan Muhamad Taufik
Associate Data Scientist
"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
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FAQs for Defense Analytics Training Program
If you miss a class, we will arrange for a recording of the session. You can then access it through the online Learning Management System.
Each classroom session is recorded on video and stored in our Learning Management System AISPRY. You will be assigned a dedicated login to AISPRY. You can access the video sessions from AISPRY.
After you have completed the classroom sessions, you will receive assignments through the online Learning Management System that you can access at your convenience. You will need to complete the assignments in order to obtain your data scientist certificate.
We assign mentors to each student in this program. Additionally, during the mentorship session, if the mentor feels that you require additional assistance, you may be referred to another mentor or trainer.
This Certificate is valid lifelong. 360DigiTMG has a pay once repeat many times offer on this course. You pay once for the course and can repeat it many times in the future for free. This helps you adapt to technological changes and software updates in the course of your career.
Jobs in the field of Analytics
1)Defense Data Analyst
2)Defense Intelligence Analyst
3)Defense Operations Research Analyst
4)Defense Data Scientis
Salaries for Analytics Experts
Entry-level positions: For entry-level positions in defense analytics, such as data analysts or junior data scientists, salaries can range from $50,000 to $80,000 per year, depending on the location and organization.
Mid-level positions: For mid-level positions with a few years of experience, such as defense data analysts or cybersecurity analysts, salaries can range from $80,000 to $120,000 per year.
Senior-level positions: Senior-level positions in defense analytics, such as defense data scientists or defense strategy consultants, can command salaries ranging from $120,000 to $200,000 or more per year, depending on the level of expertise, experience, and responsibilities.
Analytics Course Projects
Predictive Maintenance in Defense: Develop a predictive maintenance model using machine learning algorithms to identify potential equipment failures in defense systems, enabling proactive maintenance and reducing downtime.
Threat Detection and Analysis: Design a defense analytics project focused on analyzing various data sources, such as sensor data and intelligence reports, to detect and analyze potential threats, enhancing situational awareness and supporting timely decision-making.
Resource Allocation Optimization: Create a project that utilizes optimization techniques and data analytics to optimize resource allocation in defense operations, considering factors like budget constraints, mission requirements, and logistical considerations.
Role of Open Source Tools in Analytics
1) Open source tools play a crucial role in defense analytics by providing cost-effective solutions for data analysis, machine learning, and visualization, allowing defense organizations to leverage powerful analytics capabilities without heavy reliance on proprietary software.
2) Open source tools offer flexibility and customization options, enabling defense analysts to tailor analytics workflows to specific defense requirements and integrate with existing systems seamlessly.
3) The open source community fosters collaboration and knowledge sharing among defense professionals, allowing for the development and enhancement of defense analytics tools and techniques, ultimately contributing to the advancement of defense analytics capabilities.
Modes of Training for Analytics Course
Analytics courses are offered in various training modes, including in-person classroom training, allowing for direct interaction with instructors and peers, and online self-paced training, providing flexibility for learners to study at their own convenience.
Additionally, blended training models combine the advantages of both in-person and online training, offering a mix of instructor-led sessions and online resources to accommodate different learning styles and preferences.
Industry Application of Analytics Course
The industry application of analytics courses spans across various sectors, including finance, healthcare, retail, manufacturing, and transportation, empowering organizations to make data-driven decisions, optimize operations, and gain a competitive edge in the market.
By equipping professionals with analytical skills and techniques, analytics courses enable individuals to tackle complex business challenges, extract valuable insights from data, and drive innovation and growth in their respective industries.
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.
Student Voices
Sunil Kumar Behera
1 month agoI've reached a major milestone in my Data Analytics internship with 360DigiTMG. With guidance from experienced mentors, they’ve really helped me get closer to reaching my goals. Embrace the valuable knowledge and skills gained and continue leveraging this opportunity to excel in the dynamic field of data analytics.
Balu Malli Reddy
1 month agoI'm Sai Manikanta, delighted to share my internship journey at 360DigiTMG. This internship has been a great opportunity for me to expand my limits and gain new skills. Diverse activities provided profound insights, shaping a promising future. Grateful for this opportunity, I eagerly anticipate forthcoming outcomes.
Manu R
5 months agoThe data analytics program was truly outstanding! The meticulously structured classes and enthusiastic instructors made learning both enjoyable and engaging. With this extensive knowledge at my disposal, I am not only confident but also eager to make significant strides in the field of data analytics.
J Vivek
1 year agoOne of the best institutes for training in Hyderabad. I am done with the Data science and Machine Learning course here. Trainers are highly educational and instructive. Invaluable experience gained through live projects, enhancing technical familiarity. Additional value provided through helpful working sessions further enriches the learning journey.
Kattamuri Mallikarjuna Rao
4 months agoThe teacher and staff are highly skilled at their jobs. They teach in a way that's easy to understand and interesting. They know a lot about the subject, so learning from them is great. The teacher plans everything well and explains hard stuff with lots of examples using Excel.
Mounika Devalamkadi
2 months agoIt was a wonderful experience for me as an intern to work in 360digitmg. This internship had made me become an expert in the field of data analytics which had greatly motivated me and Working with real-time datasets provided invaluable experience, enhancing my skills significantly.
Kanishta Pal
1 month agoIt was an awesome experience at 360Digitmg, offering the best resources and fostering excellent interaction. Working on real-life projects under expert supervision provided invaluable learning opportunities. Overall, it was a highly rewarding learning experience that contributed significantly to my growth and career advancement.
Gani Ganesh
1 year agoI found a great coaching institute in Chennai for data-related courses. I completed a successful data analytics program there. The trainers were skilled and supportive, especially Vijay, who made learning Python easy. Thanks to him and 360DigiTMG. I also learned Data Analytics with SQL, Tableau, and Excel.
Balasubramanian Siddnipalli
1 year ago360DigiTMG institute offers an exceptional learning experience, excelling in data science and machine learning. Despite lacking coding background, tutors ensured effective learning, making concepts easily understandable. Tutorial sessions covered job interview prep and case studies, with Mind maps boosting confidence. Highly recommend this Bangalore institute for data-related courses.
MD Kaif Khan
2 months agoExcited for upcoming internships, confident in my improved skills from the program. Explored new territories and gained invaluable experience. Ready to apply newfound knowledge and continue growing in future opportunities. Grateful for the journey so far, eager for what's ahead.
Rohith Reddy
1 year ago360DigiTMG institute offers one place where the course curriculum is so good and teacher training, equipping students with skills for their dream job. Grateful for the internship experience, including live projects, resume building, presentation practice, and interview preparation sessions. Enhanced confidence for future interviews. Thank you, 360DigiTMG, for the invaluable learning journey.
Janu Reddy
1 year agoThe data analytics with python course in the best coaching centre in Chennai. Finished the course well and worked on practical tasks. This helped me build my professional experience. By participating in interview preparation and project presentation sessions, I realized that I could present myself confidently to an interview.
Sai Abhilash
1 month agoDuring my internship at 360DigiTMG, I gained invaluable experience, expanding my knowledge significantly. The opportunity provided a rich learning environment, fostering personal and professional growth. Grateful for the wonderful experience and the skills acquired, which will undoubtedly shape my future endeavours.
Anji Ranjith
1 year agoGreat institute! Exceptional learning experience, especially in data science and machine learning. Tutors adeptly simplified complex concepts despite my coding limitations. Varied tutorial sessions prepared us for job interviews with insightful case studies. Mind maps boosted confidence. Highly recommend this Bangalore-based institute for data-related courses.
