SkillPlus Academy

Trademark Regd • MSME • ISO Certified

Data Science Course in Surat | AI Solutions Architect Certification

SkillPlus Academy is Surat's leading institute for Data Science, specializing in Statistical Analysis, Predictive Modeling, and Machine Learning - available offline in Surat and online worldwide. Our industry-aligned curriculum focuses on mathematical foundations, Scikit-learn, and model deployment, moving into complex data-driven decision making. With an included Internship and Placement support, we prepare you for specialized roles like Machine Learning Engineer and Data Scientist - whether you are from Surat, Ahmedabad, Vadodara, or Rajkot.
Regular Offer
Start Learning Today
Limited seats per batch • Seats filling fast
Duration: 24 Weeks Mode: Live Online
Real Classroom Feel 1-on-1 Personal Guidance Projects & Assignments Industry + Job Ready
Local Students
₹39,999
NRI Students
$499

Future-Proof Your Career in AI & Data Science

SkillPlus Academy is a premier Data Science training institute, specializing in Statistical Modeling, Predictive Analysis, and Machine Learning Infrastructure - with hands-on Scikit-learn labs and industrial projects for real-world expertise. Our math-heavy curriculum - updated for 2026 demands including Big Data Engineering and Model Deployment - prepares you for high-end roles like Data Scientist and AI Solutions Architect in today's most lucrative tech sector. This program is ideal for career switchers, engineers, and math enthusiasts looking to move beyond basic reporting into autonomous AI system design. Unlike general analytics centers, we focus on the core science of data - ensuring every module, project, and mentor is dedicated to making you an expert Data Architect for the global market.

Advanced Data Science Course Curriculum in Surat

Phase 1 · Programming & Data Foundations
Month 1
Python Essentials & SQL Masterclass
Programming & Database Core
Advanced Python ConceptsOOPs, File Handling, Exception Handling, and Data Structures (Lists, Sets, Dicts)
SQL for Data ScienceCRUD Operations, Joins, Relationships (1:M, M:M), and Procedures
Numerical Python (NumPy)Arrays, Indexing, Slicing, and Vectorized Operations
Month 2
Data Analytics & Applied Statistics
Wrangling & Statistical Science
Data Wrangling with PandasDataFrames, Pivot Tables, Missing Data, and Feature Extraction
Data VisualizationDistribution, Categorical, and Matrix Plots using Matplotlib & Plotly
The Math of Data ScienceProbability (Bayes), Central Tendency, Z-Score, and Hypothesis Testing
Phase 2 · Machine Learning & NLP Core
Month 3
Machine Learning Algorithms (Part 1)
Supervised & Predictive Modeling
EDA & PreprocessingExploratory Data Analysis, Feature Selection, and Scaling
Regression AnalysisLinear Regression, Gradient Descent, and Performance Metrics
Classification FoundationLogistic Regression, KNN, Naive Bayes, SVM, and Decision Trees
Month 4
Advanced ML & Natural Language Processing
Ensemble & Text Intelligence
Ensemble & UnsupervisedBagging, Boosting (XGBoost), K-Means, DBSCAN, and PCA
Model TuningCross-Validation, Log Loss, and Hyperparameter Tuning
NLP MasterclassText Preprocessing, TF-IDF, Bag of Words, and Emotion Detection
Phase 3 · Deep Learning & Generative AI
Month 5
Neural Networks & Sequential Models
ANN, CNN & Transformers
Deep Learning CoreANN, CNN, Perceptrons, Backpropagation, and Image Recognition
Sequential & TransformersRNN, LSTM, GRU, and Encoder-Decoder Attention Mechanisms
Month 6
Generative AI & Final Capstone
Building CineSage AI Chatbot
LLM FoundationsOpenAI, Gemini, and Hugging Face integration
RAG PipelineVector Stores, Text Splitters, and Retrieval Architecture
The Final CapstoneProduction-ready Project: CineSage AI Development

Data Science & AI Career Path in Surat

Build a future-ready career - move from Data Scientist to AI Solutions Architect with structured industry stages.

01
Entry · 0–2 Years

Junior Data Scientist / ML Engineer

Foundations of Predictive Modeling
Expected Salary*
₹6–12L
LinkedIn & AmbitionBox (2026)

Build and clean data pipelines, perform statistical analysis, and develop initial predictive models using Python and Scikit-learn to solve real business problems.

Python Statistics Pandas
02
Professional · 2–5 Years

Senior Data Scientist / AI Researcher

Advanced Algorithms & Model Deployment
Expected Salary*
₹12–25L
Payscale & Glassdoor (2026)

Design complex machine learning workflows, optimize model performance through feature engineering, and lead end-to-end AI deployment on Cloud platforms.

MLOps Feature Eng Deep Learning
03
Expert · 5+ Years

AI Solutions Architect / Chief Data Officer

Strategic Data Infrastructure & AI Governance
Expected Salary*
₹30–60L+
Industry Benchmarks (2026)

Lead organizational AI strategy, design scalable big data architectures, and ensure data ethics and governance across enterprise-level intelligence systems.

Big Data AI Strategy Governance

*Salary ranges are indicative and based on market trends for 2026. Actual compensation depends on your problem-solving skills, portfolio, and the value you bring to the organization.

Data Science Course: FAQs

Course Comparison

Data Analytics focuses on reporting and visualization of past data. This Data Science course focuses on the future — using Advanced Statistics and Machine Learning to build predictive models and autonomous AI systems.

Prerequisites

Not necessarily. We start from the basics, covering only the essential Statistics, Linear Algebra, and Calculus required to build and optimize real-world AI models.

Curriculum

You will master industry-standard Python libraries including Pandas and NumPy for data handling, Scikit-learn for Machine Learning, and various tools for Cloud AI deployment and Big Data.

Course Overlap

No. While GenAI focuses on LLMs and Chatbots, this course focuses on Core Data Science, Predictive Algorithms, and Data Architecture. They are separate specializations that complement each other.

Eligibility

Yes. The curriculum is designed for engineers, professionals, and students from various backgrounds. We move from foundational logic to expert-level AI Solutions Architecture step-by-step.

Placement

We offer a dedicated Industry Internship, portfolio development, and mock interviews. Our active alumni network helps connect you with high-growth tech opportunities.

Scroll to Top
Get Certified With SkillPlus
Checkboxes