Become a
Data Scientist
Master
From your first Python script to deploying ML in production. 12 months of intensive, hands-on AI training. 100% placement.
100% Placement
Personalized Path to Employment
Unlimited 1:1 Doubt Clearing
Personal mentorship
Microsoft Certification
Exam prep included
Live Interactive Classes
Learn from FAANG mentors
Program Highlights
What Our Program Offers?
Our Data Science & AI program equips you with industry-ready skills through advanced tools and expert support.
1:1 Doubt Clearing
Unlimited personal sessions
250+ Hours Content
Self-paced learning
400+ Live Hours
Interactive classes
Personalized Paths
Tailored to your goals
Live Hackathons
Real competition experience
Regular Assessments
Track your progress
Lifetime Career Support
We never stop helping
Industry Mentors
Learn from the best
Webinars & Workshops
Extra learning sessions
360° Placement Help
End-to-end assistance
Alumni Network
12,000+ strong community
Interview Prep
Mock interviews included
Course Materials
Lifetime access
24/7 Support
Always here for you
Certifications
Industry-recognized
Flexible Schedule
Learn at your pace
Real Projects
Portfolio-ready work
Learning Platform
Interactive & modern
Progress Tracking
Visual dashboards
Networking Events
Connect with peers
Built For
Is This You?
Designed for people who want real AI skills, not just another certificate.
Future Data Scientists
You know data is where the world is heading. This program takes you from the fundamentals all the way to building production AI systems.
Developers Who Want AI Skills
You can already code. Now add ML, deep learning, and MLOps to your toolkit and become the person companies fight to hire.
Career Changers
Doesn't matter what you did before. This 12-month program teaches everything from scratch - no prior ML experience needed.
AI Enthusiasts
If you're fascinated by neural networks, NLP, and generative AI, this is where you go from reading about it to actually building it.
Why Us
Why Choose Linkway Learning?
Upskilling from Linkway gives you an unfair advantage by placing you ahead of the curve.
AI-First Curriculum
Specially designed curriculum keeping AI in focus to boost efficiency, and inculcate deep subject understanding.
Real-World Interviews
On demand mock interviews with actual tech company hiring managers to prepare you for the toughest questions.
Industry Vetted Curriculum
Targeted training for Data Science, Machine Learning, and AI at the standards expected by top tech giants.
Expert Mentors & Instructorship
Get trained by industry experts from top tech companies globally, tailored to your career goals.
360° Career Support
From technical skills to salary negotiation - we guide you every step, with 400+ recruiter connections.
Small Batches, Better Learning
Learn in a limited batch size for focused preparation & understanding with personalised attention.
Curriculum
What You'll Master
Industry-aligned modules designed by senior data scientists to make you job-ready in 2026 and beyond.
Module 1
Data Science Foundations
6 weeks5 projects
Module 2
Data Wrangling & Exploratory Analysis
5 weeks4 projects
Module 3
Machine Learning & Predictive Modeling
6 weeks6 projects
Module 4
Deep Learning & NLP
7 weeks5 projects
Module 5
Time Series, Recommenders & Big Data
5 weeks4 projects
Module 6
MLOps & Cloud Deployment
5 weeks4 projects
Module 7
Industry Specialization & Career Launchpad
6 weeks2 projects
Tech Stack
40+ Tools You'll Master
Python
NumPy
Pandas
Scikit-learnXGBoost
SciPy
MatplotlibSeaborn
Plotly
Jupyter
Google Colab
GitPythonNumPyPandasScikit-learnXGBoostSciPyMatplotlibSeabornPlotlyJupyterGoogle ColabGit
PyTorch
TensorFlowKKeras
HuggingFace
SpaCy
FastAPI
Docker
AWS
GCP
Azure
PostgreSQL
MongoDBPyTorchTensorFlowKKeras
HuggingFaceSpaCyFastAPIDockerAWSGCPAzurePostgreSQLMongoDBGitHub
Spark
HadoopSQLStatsmodels
Scrapy
Flask
Tableau
Power BI
LookerGoogle BigQuery
RGitHubSparkHadoopSQLStatsmodelsScrapyFlaskTableauPower BILookerGoogle BigQueryR{ }=>0x//[]()&&>>f(x)lambdaSigma
Hands-On Experience
25+ Domain-Specific Projects
Build a portfolio that hiring managers actually care about. Real datasets, real business problems, real impact.
Banking
Credit Risk Scoring Engine
Ensemble ML model with explainable AI reducing loan defaults by 23%
XGBoostSHAPFastAPI
FinTech
Real-time Fraud Detection
Deep learning pipeline detecting fraudulent transactions in under 50ms
PyTorchKafkaDocker
SaaS
Customer Churn Prediction
Proactive churn model saving $2.4M ARR with 94% precision
Scikit-learnXGBoostMLflow
Supply Chain
Demand Forecasting System
Time-series deep learning model with 96% MAPE accuracy
ProphetPyTorchAirflow
Healthcare
Medical Image Classifier
Vision Transformer detecting anomalies in X-rays at 98.2% accuracy
PyTorchViTFastAPI
Autonomous
Real-time Object Detection
Edge-deployed model processing 30 FPS on embedded hardware
YOLOv8TensorFlowONNX
Manufacturing
Quality Control Vision
Computer vision detecting defects at 99.4% accuracy on production line
PyTorchOpenCVDocker
GeoAI
Satellite Image Segmentation
Semantic segmentation for land-use classification from satellite data
U-NetTensorFlowGCP
GenAI
RAG-Powered Knowledge Base
Enterprise RAG system answering questions from 100K+ documents
LangChainPineconeGPT-4
Brand
Sentiment Analysis Pipeline
NLP pipeline processing 500K+ social mentions daily with 93% accuracy
BERTHuggingFaceFlask
DevTools
AI Code Review Agent
Multi-step AI agent reviewing PRs and suggesting improvements
LangChainFastAPIGitHub
Customer Support
Multilingual Chatbot
Fine-tuned LLM handling support queries in 8 languages
LLaMALoRADocker
MLOps
End-to-End MLOps Pipeline
Complete CI/CD pipeline with model registry and 12ms inference
DockerFastAPIGitHub Actions
MLOps
Model Monitoring Dashboard
Real-time drift detection and performance monitoring for 15+ models
MLflowGrafanaAWS
Data Infra
Feature Store Platform
Centralized feature store serving 50M+ feature vectors daily
PySparkRedisAirflow
E-commerce
Recommendation Engine
Hybrid collaborative filtering boosting engagement by 34%
PyTorchRedisFastAPI
Media
Content Personalization AI
Deep learning personalization serving 10M+ users in real-time
TensorFlowBigQueryGCP
Finance
Algorithmic Trading Bot
LSTM-based trading signals with backtesting framework
PyTorchNumPyFastAPI
Energy
Energy Consumption Forecasting
Multi-variate forecasting reducing energy costs by 18%
ProphetScikit-learnPlotly
AI Research
Game AI with Deep RL
Deep Q-Network agent mastering Atari games from pixels
PyTorchGymnasiumRay
Robotics
Autonomous Navigation Agent
PPO-based agent navigating complex environments in simulation
PyTorchROSDocker
Data Infra
Real-time Analytics Pipeline
Stream processing pipeline handling 1M+ events per minute
PySparkKafkaBigQuery
Analytics
Customer 360 Platform
Unified customer view integrating data from 12+ sources
PythonSQLTableau
IoT
Predictive Maintenance
Sensor-based ML reducing unplanned downtime by 45%
TensorFlowAzureDocker
BioTech
Drug Discovery Pipeline
Graph neural network predicting molecular properties for drug screening
PyTorchRDKitFastAPI
Banking
Credit Risk Scoring Engine
Ensemble ML model with explainable AI reducing loan defaults by 23%
XGBoostSHAPFastAPI
FinTech
Real-time Fraud Detection
Deep learning pipeline detecting fraudulent transactions in under 50ms
PyTorchKafkaDocker
SaaS
Customer Churn Prediction
Proactive churn model saving $2.4M ARR with 94% precision
Scikit-learnXGBoostMLflow
Supply Chain
Demand Forecasting System
Time-series deep learning model with 96% MAPE accuracy
ProphetPyTorchAirflow
Healthcare
Medical Image Classifier
Vision Transformer detecting anomalies in X-rays at 98.2% accuracy
PyTorchViTFastAPI
Autonomous
Real-time Object Detection
Edge-deployed model processing 30 FPS on embedded hardware
YOLOv8TensorFlowONNX
Manufacturing
Quality Control Vision
Computer vision detecting defects at 99.4% accuracy on production line
PyTorchOpenCVDocker
GeoAI
Satellite Image Segmentation
Semantic segmentation for land-use classification from satellite data
U-NetTensorFlowGCP
GenAI
RAG-Powered Knowledge Base
Enterprise RAG system answering questions from 100K+ documents
LangChainPineconeGPT-4
Brand
Sentiment Analysis Pipeline
NLP pipeline processing 500K+ social mentions daily with 93% accuracy
BERTHuggingFaceFlask
DevTools
AI Code Review Agent
Multi-step AI agent reviewing PRs and suggesting improvements
LangChainFastAPIGitHub
Customer Support
Multilingual Chatbot
Fine-tuned LLM handling support queries in 8 languages
LLaMALoRADocker
MLOps
End-to-End MLOps Pipeline
Complete CI/CD pipeline with model registry and 12ms inference
DockerFastAPIGitHub Actions
MLOps
Model Monitoring Dashboard
Real-time drift detection and performance monitoring for 15+ models
MLflowGrafanaAWS
Data Infra
Feature Store Platform
Centralized feature store serving 50M+ feature vectors daily
PySparkRedisAirflow
E-commerce
Recommendation Engine
Hybrid collaborative filtering boosting engagement by 34%
PyTorchRedisFastAPI
Media
Content Personalization AI
Deep learning personalization serving 10M+ users in real-time
TensorFlowBigQueryGCP
Finance
Algorithmic Trading Bot
LSTM-based trading signals with backtesting framework
PyTorchNumPyFastAPI
Energy
Energy Consumption Forecasting
Multi-variate forecasting reducing energy costs by 18%
ProphetScikit-learnPlotly
AI Research
Game AI with Deep RL
Deep Q-Network agent mastering Atari games from pixels
PyTorchGymnasiumRay
Robotics
Autonomous Navigation Agent
PPO-based agent navigating complex environments in simulation
PyTorchROSDocker
Data Infra
Real-time Analytics Pipeline
Stream processing pipeline handling 1M+ events per minute
PySparkKafkaBigQuery
Analytics
Customer 360 Platform
Unified customer view integrating data from 12+ sources
PythonSQLTableau
IoT
Predictive Maintenance
Sensor-based ML reducing unplanned downtime by 45%
TensorFlowAzureDocker
BioTech
Drug Discovery Pipeline
Graph neural network predicting molecular properties for drug screening
PyTorchRDKitFastAPI
ml_training_monitor.py
Model Accuracy
96.3%
+2.1%F1 Score
0.94
+0.05Training Loss
0.003
-0.012Inference
12ms
-3msTraining Progress
50 epochsJanFebMarAprMayJunJulAugSepOctNovDec
Model Architecture
CNN38%
Transformer28%
RNN20%
Other14%
5Models
10+Datasets
1M+Parameters
100%Deployed
Success Stories
What Learners Say About Us
Join hundreds of professionals who've transformed their careers with Linkway Learning.
3 yrs exp.
“I could code, but I didn't know ML. Linkway filled that gap with real projects - computer vision, forecasting, the works.”
AS
Aditya Srivastava
Full-Stack Dev → Data Scientist, Globussoft
2 yrs exp.
“From design to data, Linkway taught me how to think analytically. I learned Python, ML, and dashboarding. My fashion image classification project clicked with Meesho.”
PM
Priya Mehta
Graphic Designer → Data Scientist, Meesho
2 yrs exp.
“Engineering taught me problem-solving. Linkway taught me to solve problems with neural networks. Now I'm building predictive maintenance models at TCS.”
SJ
Sameer Joshi
Mechanical Eng. → ML Engineer, TCS Research
1.5 yrs exp.
“Fresh out of BCA, I had no idea what ML actually was. 12 months later, I'm deploying NLP models in production at Fractal. The projects made all the difference.”
NG
Neha Gupta
BCA Graduate → AI Engineer, Fractal Analytics
2 yrs exp.
“Pharmacy + data science is an unusual combo, but Linkway helped me see the connection. Now I'm doing drug discovery analytics at Novartis.”
VR
Vikram Rathore
Pharmacist → Data Scientist, Novartis
1 yr exp.
“Statistics was my strength. Linkway taught me to deploy those stats as ML pipelines. PhonePe hired me for exactly that skill set.”
RP
Riya Patel
Stats Grad → MLOps Engineer, PhonePe
3 yrs exp.
“I could code, but I didn't know ML. Linkway filled that gap with real projects - computer vision, forecasting, the works.”
AS
Aditya Srivastava
Full-Stack Dev → Data Scientist, Globussoft
2 yrs exp.
“From design to data, Linkway taught me how to think analytically. I learned Python, ML, and dashboarding. My fashion image classification project clicked with Meesho.”
PM
Priya Mehta
Graphic Designer → Data Scientist, Meesho
2 yrs exp.
“Engineering taught me problem-solving. Linkway taught me to solve problems with neural networks. Now I'm building predictive maintenance models at TCS.”
SJ
Sameer Joshi
Mechanical Eng. → ML Engineer, TCS Research
1.5 yrs exp.
“Fresh out of BCA, I had no idea what ML actually was. 12 months later, I'm deploying NLP models in production at Fractal. The projects made all the difference.”
NG
Neha Gupta
BCA Graduate → AI Engineer, Fractal Analytics
2 yrs exp.
“Pharmacy + data science is an unusual combo, but Linkway helped me see the connection. Now I'm doing drug discovery analytics at Novartis.”
VR
Vikram Rathore
Pharmacist → Data Scientist, Novartis
1 yr exp.
“Statistics was my strength. Linkway taught me to deploy those stats as ML pipelines. PhonePe hired me for exactly that skill set.”
RP
Riya Patel
Stats Grad → MLOps Engineer, PhonePe
Your Journey
Your Career Growth Roadmap
A proven 4-step path to take you from upskilling to your dream job
1
Profile Power-Up
Stand out with a sharp resume, optimized LinkedIn/GitHub, and a strong personal brand.
2
Interview Readiness
Ace every round with 1:1 mock interviews, role-specific training, and actionable feedback.
3
Hiring Rounds
Apply to 200+ hiring partners and clear technical interview rounds with confidence.
4
Offer Unlocked!
Land a high paying job offer from top product-based companies.
Industry-Recognized Credentials
Earn Certificates
That Actually Matter
Not just paper credentials. Our certifications are recognized by 400+ hiring partners and validate the skills that top employers are actively searching for.
Verified Digital CredentialLinkedIn ReadyQR VerificationGlobally Accepted
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Certificates Issued
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Career Growth
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Hiring Partners
0+
Countries
Microsoft Certified
Linkway Learning
LinkedIn ReadyShare Instantly
Transform Your Career Today
Ready to Level Up Your Career?
Join professionals who've launched their careers with Linkway Learning. Gain job-ready skills and step into high-demand roles today.
Flexible Learning
Learn while working
Expert Mentors
FAANG professionals
Certified Program
Microsoft accredited
100% Placement
Personalized Path to Employment
Certificate Includes
Free career counseling session
Lifetime access to learning materials
20% scholarship for early birds
Alumni network access
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0+
Happy Students
0+
Hiring Partners
0%
Avg Salary Hike
FAQ
Common Questions
Aspiring data scientists, developers who want AI skills, career changers, and AI enthusiasts. No prior ML experience needed - we start from excel basics.
Join 12,000+ professionals who transformed their careers and landed roles at world-class companies.
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