Every page of your textbook is a door.
Pick any topic you study. See the jobs it opens across many industries, how your mother tongue becomes a skill, and the company you could build from it. మీ సిలబస్లో every topic ఒక అవకాశం.
Data mining
In jobs: data analytics, data science, business analytics
Open the doorsDatabase data
In jobs: SQL, database, MySQL
Open the doorsData warehouses
In jobs: data warehouse, data engineering, Snowflake
Open the doorsTransactional data
In jobs: transaction data, payments analytics, POS data
Open the doorsCharacterization and discrimination
In jobs: customer segmentation, customer profiling, cohort analysis
Open the doorsFrequent patterns and association rules
In jobs: market basket analysis, recommendation, cross-sell
Open the doorsClassification and regression
In jobs: machine learning, predictive modelling, credit scoring
Open the doorsCluster analysis
In jobs: clustering, segmentation, k-means
Open the doorsOutlier analysis
In jobs: anomaly detection, fraud detection, risk analytics
Open the doorsMachine learning
In jobs: machine learning, AI, ML engineer
Open the doorsInformation retrieval
In jobs: search engineer, Elasticsearch, semantic search
Open the doorsBusiness intelligence
In jobs: BI developer, Power BI, Tableau
Open the doorsWeb search engines
In jobs: SEO, search engine optimisation, web crawling
Open the doorsData mining and society (privacy)
In jobs: data privacy, DPDP compliance, data governance
Open the doorsBinary attributes
In jobs: data cleaning, feature engineering, pandas
Open the doorsNominal, ordinal and numeric attributes
In jobs: data types, data modelling, feature engineering
Open the doorsMean, median and mode
In jobs: descriptive statistics, data analysis, KPI reporting
Open the doorsVariance, standard deviation and quartiles
In jobs: statistics, quality control, risk analysis
Open the doorsData visualization
In jobs: data visualization, dashboards, Power BI
Open the doorsGeometric projection visualization
In jobs: scatter plot, exploratory data analysis, EDA
Open the doorsSimilarity and dissimilarity measures
In jobs: similarity search, recommendation systems, matching
Open the doorsCosine similarity
In jobs: embeddings, vector search, semantic similarity
Open the doorsData preprocessing and data quality
In jobs: data preprocessing, data preparation, data quality
Open the doorsData cleaning (missing values, noisy data)
In jobs: data cleaning, data annotation, data labelling
Open the doorsData integration
In jobs: data integration, ETL, APIs
Open the doorsData reduction
In jobs: dimensionality reduction, feature selection, big data optimisation
Open the doorsPrincipal components analysis (PCA)
In jobs: PCA, dimensionality reduction, feature engineering
Open the doorsSampling
In jobs: sampling, survey research, A/B testing
Open the doorsData cube aggregation
In jobs: aggregation, SQL GROUP BY, reporting
Open the doorsData normalization
In jobs: feature scaling, normalization, data preprocessing
Open the doorsDiscretization and binning
In jobs: binning, segmentation, credit scorecards
Open the doorsConcept hierarchies
In jobs: data modelling, dimensions, taxonomy
Open the doorsExtraction, transformation and loading (ETL)
In jobs: ETL, ELT, data pipelines
Open the doorsData cube and OLAP
In jobs: OLAP, SSAS, data modelling
Open the doorsStar and snowflake schemas
In jobs: dimensional modelling, star schema, data modelling
Open the doorsOLAP operations (roll-up, drill-down, slice, dice)
In jobs: drill-down reports, pivot analysis, self-service BI
Open the doorsBitmap index and join index
In jobs: query optimisation, database performance, indexing
Open the doorsAttribute-oriented induction
In jobs: data summarisation, insight reporting, automated reporting
Open the doorsData cube computation (full, iceberg, closed cubes)
In jobs: big data, query performance, Spark
Open the doorsNot added yet. Tell us your subject on WhatsApp and we'll add it next.
What every topic opens
Jobs
Every topic in your textbook is real work that companies pay for, under a different name.
Many industries
One topic opens many industries. A DC motor isn't only for motor companies: EV, IoT, copper, software.
Your mother tongue
Telugu, Tamil, Hindi: your language is a skill. AI companies hire native speakers for this very subject.
Your own company
Wherever companies hire, there's a business to build. Your classroom can be your startup.
Your branch, your subjects
We're adding subjects every week, following the JNTU syllabus first, then degree courses. Want yours next?
CSE / IT / AI & DS కంప్యూటర్ సైన్స్
EEE ఎలక్ట్రికల్
ECE ఎలక్ట్రానిక్స్
Mechanical మెకానికల్
Civil సివిల్
Degree (B.Com / B.Sc / BA) డిగ్రీ
₹99 Startup Masterclass: your syllabus is a startup
Open the doors hiding in your subjects, live: jobs, mother-tongue work and a business. Then build it with AI. Full refund within 30 days.
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