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Thesis & Research Bootcamp with AI (ML, DL, Gen AI, LLM) - Offline

Advance your academic career with our Offline Research Bootcamp. Master problem selection, AI/ML integration, and IEEE/Elsevier style publishing. Learn literature review, data analysis, and citation management across diverse domains. Transform your thesis into a publish-ready draft with Innovative Skills.

Duration: 6 Months (Friday-Saturday) Class Type: Live (Offline) Batch: 1
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āĻŦā§āϝāĻžāϚ āĻļ⧁āϰ⧁

2026-02-13

āϞāĻžāχāĻ­ āĻ•ā§āϞāĻžāϏ

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āϏāĻžāĻĒā§‹āĻ°ā§āϟ āĻ•ā§āϞāĻžāϏ

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āφāϏāύ āĻ–āĻžāϞāĻŋ

27

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āϕ⧋āĻ°ā§āϏ āχāĻ¨ā§āϏāĻŸā§āϰāĻžāĻ•ā§āϟāϰ āĻĄāĻŋāĻŸā§‡āχāϞāϏ

Salman Md Sultan

Salman Md Sultan

Chief Executive Officer (CEO)!ERobi AxiataResearcher!Team Leader (R&D)!Python Developer!AI Research Programmer!Report Analyst

Innovative Skills Ltd.! Gachon University! European IT! TISCON!Chosun University! Robi Axiata Limited

Nazmus Saqib

Nazmus Saqib

Research Engineer!Graduate Research Assistant!Engineer

Computer Vision Lab, Chosun University!Computer Vision Lab, Chosun University!Creative Engineers Ltd.

Abdullah Al Noman

Abdullah Al Noman

Software Engineer & Product Owner

Innovative Skills LTD

āĻ•āĻžāϰāĻŋāϕ⧁āϞāĻžāĻŽ

Milestone 01: Python Fundamentals for ML Research
  • Milestone 1: Python Fundamentals for Research Variables&DataTypes
  • Operators&Expressions
  • ControlFlow(IfElse
  • Loops)
  • Functions&Modules
  • List
  • Tuple
  • Set
  • Dictionary
  • StringManipulation
  • FileHandling
  • ExceptionHandling
  • Comprehensions
  • LambdaFunctions

āύ⧇āĻŦ⧇āύ: Abdullah Al Noman

Milestone 2: Data Processing & Numerical Representation
  • DataCleaning
  • MissingValueHandling
  • Normalization&Standardization
  • EncodingCategoricalData
  • DataAggregation&Grouping
  • FeatureEngineering
  • StatisticalAnalysis
  • Correlation&Covariance
  • MatrixOperations
  • NumericalRepresentation
  • DataVisualization(BasicCharts
  • AdvancedPlots)

āύ⧇āĻŦ⧇āύ: Abdullah Al Noman

Milestone 3: Machine Learning & Deep Learning Fundamentals
  • SupervisedLearning(Classification
  • Regression)
  • UnsupervisedLearning(Clustering
  • DimensionalityReduction)
  • ModelEvaluation(Metrics
  • CrossValidation)
  • Overfitting&Regularization
  • DecisionTrees&RandomForest
  • KNN
  • SVM
  • LinearRegression
  • LogisticRegression
  • NeuralNetworksBasics
  • CNN
  • RNN
  • LSTM
  • TransferLearning

āύ⧇āĻŦ⧇āύ: Abdullah Al Noman

Milestone 4: Generative AI & LLMs
  • IntroductiontoGenAI
  • TextGeneration
  • ImageGeneration
  • LLMBasics
  • Embeddings&Vectorization
  • PromptDesign
  • SystemPersonaPrompts
  • ReActChain-of-Thought
  • FineTuningLLM
  • LLMforResearchApplications

āύ⧇āĻŦ⧇āύ: Salman Md Sultan

Milestone 5: Research Application & Paper Writing
  • ResearchProblemFormulation
  • LiteratureReview&GapFinding
  • DatasetCollection&Preparation
  • ExperimentDesign&Evaluation
  • ResultInterpretation&Visualization
  • ComparisonTables&Figures
  • PaperWritingStructure(IEEE/ACM/Elsevier)
  • Citation&PlagiarismHandling
  • ThesisAlignment&DraftPreparation
  • Journal/ConferenceSubmissionWorkflow

āύ⧇āĻŦ⧇āύ: Salman Md Sultan

Salman Md Sultan

Education

  • M.Sc. in Information and Communication Engineering, Chosun University, Gwangju, South Korea. CGPA: 4.25 out of 4.50, passing year: 2021., CGPA: 4.25 out of 4.50,
  • B.Sc. in Computer Science and Engineering, University of Asia Pacific, Dhaka, Bangladesh. CGPA: 3.75 out of 4.00, passing year: 2017., CGPA: 3.75 out of 4.00,
  • Higher Secondary Certificate (HSC): Science, Government Laboratory High School, Dhaka. GPA: 4.40 out of 5, passing year: 2013., GPA: 4.40 out of 5,
  • Secondary School Certificate (SSC): Science, Government Laboratory High School, Dhaka. GPA: 4.69 out of 5, passing year: 2011., GPA: 4.69 out of 5,

IT Industrial Experience (6 Years)

No. Institution Designation Duration
1 Innovative Skills Ltd. Chief Executive Officer (CEO) 2023-Continue
2 Gachon University ERobi AxiataResearcher 01/05/2023-Continue
3 European IT Team Leader (R&D) 01/02/22-30/04/2023
4 TISCON Python Developer 01/10/21-31/01/22
5 Chosun University AI Research Programmer 03/09/19-31/08/21
6 Robi Axiata Limited Report Analyst 10/04/18-30/09/18

Project/Research

  • 2022-2023: Development of Collective Collaboration Intelligence Framework for Internet of Autonomous Things, South Korea. [RSSI, Localization, Data Analysis, Supervised Learning]
  • 2023 [Running]: Geobag Counting using Deep Learning. [Yolov3, Django, MySQL, Bootstrap], jQuery]
  • 2022-2023: Employee Attendance System using Computer Vision [OpenCV, Yolov3, Django, Firebase]
  • 2021-2022: Intelligent platform for Indoor Spatial Data Infrastructure Based on Crowd-sourcing Behavior, South Korea. [RSSI, Localization, Data Analysis, Supervised Learning]
  • 2020-2022: Smart city urban infrastructure air quality real-time monitoring and prediction platform technology development, South Korea. [Tensorflow, Deep Reinforcement Learning, LSTM, Drone Navigation, AQI Data Analysis]
  • 2021: Employee Attendance System using Computer Vision [Dlib, Face_recognition API]
  • 2021: Exam Proctoring System using Computer Vision [Dlib, Face_recognition, Yolov3]
  • 2019-2021: Development of Autonomous Collaborative Swarm Intelligence Technologies, South Korea. [Tensorflow, Google Dev. Board, Deep Reinforcement Learning, LSTM, Dense, IoT]

Nazmus Saqib

Education

  • Chosun University, Gwangju,South Korea. M.Sc in Computer Engineering, 2023-2021
  • Khulna University of Engineering & Technology (KUET) B.Sc in Electronics & Communication Engineering (ECE), 2012-2018

IT Industrial Experience (6 Years)

No. Institution Designation Duration
1 Computer Vision Lab, Chosun University Research Engineer February 2023 – Present
2 Computer Vision Lab, Chosun University Graduate Research Assistant March 2021 – February 2023
3 Creative Engineers Ltd. Engineer July 2018 – July 2020

Project/Research

  • February 2023: Multi-inference strategy for self-supervised denoising
  • September 2022: Rethinking Gradient Weight’s Influence Over Saliency Map Estimation
  • September 2022: Denoising Single Images by Feature Ensemble Revisited
  • March 2023: Semi-supervised atmospheric component learning for low-light imaging problem
  • March 2020: An Improved Adaptive Optimization Technique For Image ClassificationFebruary, 2020: Image Classification Using DNN With An Improved Optimizer
  • March 2021 - Present: FRVT—Face recognition Project | PL: Python, C++, OS: Linux/Ubuntu
  • December 2021: Fingerprint liveness detection | Python

Abdullah Al Noman

Education

  • B.Tech in Computer Science & Engineering (CSE) at National Institute of Technology Rourkela (NITRKL), India ., 2022

IT Industrial Experience (2 Years)

No. Institution Designation Duration
1 Innovative Skills LTD Software Engineer & Product Owner Product Lead: Driving product strategy, roadmaps, and feature prioritization to improve user retention.
2 Full-Stack Developer: Building scalable backend systems (Laravel, Node.js) and frontend components (React).
3 Project Manager: Managing team workflows, backlogs, and resources using OpenProject and Agile.
4 Technical Instructor: Designing curricula and teaching MERN Stack and Python Fundamentals.
5 Operations Manager: Leading technical recruitment and improving internal team collaboration.
6

Project/Research

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  • ⏱ Duration6 Months (Friday-Saturday)
  • đŸĒ‘ Available Seats27
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āϝ⧇āϏāĻŦ āϟ⧁āϞāϏ āĻ“ āĻŸā§‡āĻ•āύ⧋āϞāϜāĻŋ āĻļāĻŋāĻ–āĻŦ⧇āύ

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Data Analytics

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Nur Hossain Nayeem

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Jannatul Ferdous Maisha

UX/UI designer

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Obaydullah Hasib
Obaydullah Hasib
(5.0) 1 year ago

Enrolling in the "Python Development with Django" course at ISBD has been a transformative experience. Salman Vai, our instructor, is so supportive, h...

Rahmatullah Masum
Rahmatullah Masum
(5.0) 1 year ago

Assalamu Alaikum. 'Machine Learning for NLP' and other courses offered by Innovative Skills BD are well organized and the instructors are very helpf...

Tasfiq Kamran
Tasfiq Kamran
(5.0) 1 year ago

A very friendly teaching platform with up to date topics and industry experts. Learning here is a great experience.

Shaiful Islam
Shaiful Islam
(5.0) 1 year ago

Embarking on a 4IR journey? Choose Innovative Skills. From Computer Vision, and NLP to other cutting-edge courses, their hands-on approach and expert...

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āĻāĻ–āύ⧋ āĻĻā§āĻŦāĻŋāϧāĻžā§Ÿ āφāϛ⧇āύ? āϚāϞ⧁āύ āĻĒāϰāĻŋāĻˇā§āĻ•āĻžāϰāĻ­āĻžāĻŦ⧇ āĻœā§‡āύ⧇ āύ⧇āχāĨ¤

01. āĻāχ āĻŦ⧁āϟāĻ•ā§āϝāĻžāĻŽā§āĻĒāϟāĻŋ āĻ•āĻŋ āφāĻŽāĻžāϰ āĻĨāĻŋāϏāĻŋāϏ āĻŦāĻž āϰāĻŋāϏāĻžāĻ°ā§āϚ āĻĒ⧇āĻĒāĻžāϰ āĻĒāĻžāĻŦāϞāĻŋāĻļ āĻ•āϰāϤ⧇ āϏāϰāĻžāϏāϰāĻŋ āϏāĻžāĻšāĻžāĻ¯ā§āϝ āĻ•āϰāĻŦ⧇? +
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02. āϰāĻŋāϏāĻžāĻ°ā§āĻšā§‡ āĻœā§‡āύāĻžāϰ⧇āϟāĻŋāĻ­ āĻāφāχ (Gen AI) āĻāĻŦāĻ‚ āĻāϞāĻāϞāĻāĻŽ (LLM) āϕ⧀āĻ­āĻžāĻŦ⧇ āĻŦā§āϝāĻŦāĻšāĻžāϰ āĻ•āϰāĻž āĻšāĻŦ⧇? +
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