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.
Milestone 1: Python Fundamentals for Research Variables&DataTypes
Operators&Expressions
ControlFlow(IfElse
Loops)
Functions&Modules
List
Tuple
Set
Dictionary
StringManipulation
FileHandling
ExceptionHandling
Comprehensions
LambdaFunctions
āύā§āĻŦā§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)
āύā§āĻŦā§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
āύā§āĻŦā§āύ: Abdullah Al Noman
Milestone 4: Generative AI & LLMs
IntroductiontoGenAI
TextGeneration
ImageGeneration
LLMBasics
Embeddings&Vectorization
PromptDesign
SystemPersonaPrompts
ReActChain-of-Thought
FineTuningLLM
LLMforResearchApplications
āύā§āĻŦā§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
āύā§āĻŦā§āύ: Salman Md Sultan
Salman Md Sultan
Education
,
IT Industrial Experience
(6 Years)
No.
Institution
Designation
Duration
1
CEO, Innovative Skills Ltd | Former Report Analyst, Robi | Former Technical Team Leader, European IT Solutions | Former AI Researcher, WMCS LAB, Chosun University, South Korea
Project/Research
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
Senior AI Researcher, Jeju University, South Korea | Former AI Researcher, Chosun University, South Korea
February 2023 â Present
2
Computer Vision Lab, Chosun University
March 2021 â February 2023
3
Creative Engineers Ltd.
July 2018 â July 2020
Project/Research
February 2023: Multi-inference strategy for self-supervised denoising
September 2022: Rethinking Gradient Weightâs 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
CEO, Innovative Skills Ltd | Former Report Analyst, Robi | Former Technical Team Leader, European IT Solutions | Former AI Researcher, WMCS LAB, Chosun University, South Korea
Course Instructor
Nazmus Saqib
Senior AI Researcher, Jeju University, South Korea | Former AI Researcher, Chosun University, South Korea
Course Instructor
Abdullah Al Noman
Software Engineer, Innovative Skills Ltd | Software Developer, European IT Solutions
Embarking on a 4IR journey? Choose Innovative Skills. From Computer Vision, and NLP to other cutting-edge courses, their hands-on approach and expert insights made complex topics feel approachable, igniting a passion in me I never knew I had. If you're on the fence about where to start, trust me, this is the place. Dive in, and let them be the compass to your future.
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.
Siraj Us Salekin
(5.0)
1 year ago
Innovative Skills BD provided an excellent foundation for my journey into Machine Learning and Deep Learning.
The NLP course, led by the phenomenal instructor Salman Bhai, was instrumental in teaching practical NLP model building and fostering a clear understanding of NLP classification, chatbots, and recommendation systems.
However, it's important to note that this course is best suited for those with some programming experience. While highly valuable, it may be challenging for complete beginners. Ideal participants include recent university graduates or programmers seeking practical NLP knowledge.
Salman Bhai's skillful guidance sets you on the right path. Those with strong self-study skills or a genuine desire to expand their NLP knowledge will find this course to be an excellent fit.
Salman Bhai and his team were incredibly supportive throughout the program. Their dedication to continuous workshops and industry knowledge sharing significantly enhanced the learning experience.
Overall Rating: 4.5 out of 5 stars
A minor suggestion for improvement: While the course is fantastic, full beginner-friendliness with comprehensive code explanations for those entirely new to implementation would elevate it to a perfect score. However, for the hard-working student, this knowledge gap can be readily addressed through additional self-study using documentation or online resources. Ultimately, even the challenges encountered are part of the rewarding learning process.
Thank you once again to Salman Bhai and his team!
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, he treats me like a brother. His teaching style is exceptional, breaking down complex concepts with clarity and enthusiasm. The detailed course structure ensures a comprehensive understanding. If you're seeking a top-notch educational destination, ISBD is the place to be. I recommend it for anyone looking to upskill and looking for a very good learning environment.