AI Campus • Prayogika kalike
AI mattu Neural Network Moolabhoota Vishayagalu
Model enannu predict maaduttade, training mattu inference hege bere, mattu confident uttara kooda yaake tappirabahudu embudannu kaliyiri.
Aarambhisuva modalu
- Basic algebra mattu sarala chartgalannu odalu barabeku. Optional exercisegalige Python gottiddare sahaya aaguttade.
Ee oduva mattu planning abhyasagalige paid course athava API bekaagilla. Optional inference, training, IDE feature athava hosted sevege hardware, account athava paid access bekaagabahudu. Kharchu maaduva modalu local athava manual aayke balasi.
Official kalikeya maahitiyinda aarambhisi
Odalu free iruva moolagalannu 3 November 2026 randu parisheelisalagide. Documentation oduvudarinda provider athava subscription activate aaguvudilla.
Prayogika abhyasa maadi
1. Prediction loop annu ariyiri
Regression, classification mattu neural-network bhaagagalannu odi. Training data, kalita parameters, inference input mattu predicted output annu berpadisuva diagram bareyiri. Evaluation set elli baruttade endu gurutisi.
2. Chikka example maadi nodi
Odida nimishagalu mattu quiz score iruva hattu kalpanika study-session rowgalannu rachisi. Moorannu testingge meesalidi. Ade elu training rowgalalli evaluate maadidare performance yaake hecchaagi kaanisabahudu endu vivarisi; outlier annu saddillade delete maadade parisheelisi.
3. Mitigalannu vivarisi
Token, embedding, parameter, context window mattu inference bagge ondu page glossary bareyiri. Pratiyondakku nirdishta example mattu ondu tappu kalpane kodi. Language model needabahudaada ondu aadharavillada helikeyannu vivarisi.
Kalitaddannu parikshe maadi
- Nimma diagram nalli test examplegalu training inda bere irabeku.
- Prediction confidence satyada puraave alla endu neevu vivarisabeku.
- Exercise na yaava bhaagagalu conceptual, yaavudu nijavaagi train maadida neural network alla endu gurutisabeku.
Nimma karya, maadida parikshe mattu ulida mitigalannu sanna README nalli bareyiri. Kevala design maadida abhyasavannu execute maadida haage helabedi.