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prnp:sidebar [2025/12/08 19:36] dan_gabriel.badea |
prnp:sidebar [2026/10/04 04:00] (current) dan_gabriel.badea |
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| ====== Laboratoare ====== | ====== Laboratoare ====== | ||
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| + | * [[https://colab.research.google.com/drive/1ti9p44rfZ2iiQefi4qjC6RrPs_YKdSyN?usp=sharing|Laboratorul 01 - Python, NumPy și pandas pentru Data Science ]] | ||
| + | * [[TBA|Laboratorul 02 - Analiza exploratorie și calitatea datelor]] | ||
| + | * [[TBA|Laboratorul 03 - De la date brute la date pregătite pentru model]] | ||
| + | * [[TBA|Laboratorul 04 - Fundamentele Machine Learning și regresia]] | ||
| + | * [[TBA|Laboratorul 05 - Clasificare I: modele liniare și bazate pe distanță]] | ||
| + | * [[TBA|Laboratorul 06 - Clasificare II: arbori de decizie și metode de ensemble]] | ||
| + | * [[TBA|Laboratorul 07 - Evaluare, validare și selecția modelelor]] | ||
| + | * [[TBA|Laboratorul 08 - Învățare nesupervizată: clusterizare și structura datelor]] | ||
| + | * [[TBA|Laboratorul 09 - Rețele neuronale artificiale]] | ||
| + | * [[TBA|Laboratorul 10 - Procesarea limbajului natural: reprezentarea textului]] | ||
| + | * [[TBA|Laboratorul 11 - Differential Privacy]] | ||
| + | * [[TBA|Laboratorul 12 - Federated Learning]] | ||
| + | |||
| + | <hidden> | ||
| + | * [[https://colab.research.google.com/drive/1C00TEnNxO2d6shLfJbPeu4q1dZHEGuaM?usp=sharing|Laboratorul 01 - Analiza și manipularea datelor ]] | ||
| + | * [[https://colab.research.google.com/drive/1IbP5s-zBf0ITzv-E3JQjJzAXoFqxUK2i?usp=sharing|Laboratorul 02 - Web Scraping & RegEx Text Analysis]] | ||
| + | * [[https://colab.research.google.com/drive/1J--ISCIQLPW9KNvn9A2SRtfvuasHSQRN?usp=sharing|Laboratorul 03 - Analiza univariata si bivariata a datelor]] | ||
| + | * [[https://colab.research.google.com/drive/1zrvsoUfrhHnMTafjgew-TeyXDe-CIE_w?usp=sharing|Laboratorul 04 - Modele de Machine Learning 1]] | ||
| + | * [[https://colab.research.google.com/drive/1oLieQG5fUQG8jUMakDXBUrONQKyOB3wl?usp=sharing|Laboratorul 05 - Modele de Machine Learning 2]] | ||
| + | * [[https://colab.research.google.com/drive/1qlJFPMymjgeWpd2fo2qcZn3pHK3ywxJR?usp=sharing|Laboratorul 06 - Metrici de evaluare și optimizarea modelelor]] | ||
| + | * [[https://colab.research.google.com/drive/1sXc1qAy2dsR0E9S_7S3XRvYqWdChf0iP?usp=sharing|Laboratorul 07 - NLP]] | ||
| + | * [[https://colab.research.google.com/drive/1Z-OYkmpE4c7dEmvSid1hAqeY8TXTAJXn?usp=sharing|Laboratorul 08 - Rețele Neurale]] | ||
| + | * [[https://colab.research.google.com/drive/1OSTzyP8zAzQpaFmuoLeWTd6l79J7yyas?usp=sharing|Laboratorul 09 - Differential Privacy]] | ||
| + | * [[https://colab.research.google.com/drive/1F_yCH-yG98GWUDMbLgozhy3FyVrhCQwk?usp=sharing|Laboratorul 10 - Federated Learning]] | ||
| + | </hidden> | ||
| + | |||
| <hidden> | <hidden> | ||
| * [[prnp:labs:01|]] | * [[prnp:labs:01|]] | ||
| Line 50: | Line 77: | ||
| * [[https://colab.research.google.com/drive/1MliuJKmap4v5VMjEG798bkRpRyPUmy_z?usp=sharing|Laboratorul 10 - Differential privacy & Homomorphic Encryption]] | * [[https://colab.research.google.com/drive/1MliuJKmap4v5VMjEG798bkRpRyPUmy_z?usp=sharing|Laboratorul 10 - Differential privacy & Homomorphic Encryption]] | ||
| * [[https://colab.research.google.com/drive/1YyprPpT_IFU_NDA1pzwKSoc536voAtzC?usp=sharing|Laboratorul 11 - Federated Learning]] | * [[https://colab.research.google.com/drive/1YyprPpT_IFU_NDA1pzwKSoc536voAtzC?usp=sharing|Laboratorul 11 - Federated Learning]] | ||
| - | |||
| - | </hidden> | ||
| - | |||
| - | |||
| - | |||
| - | * [[https://colab.research.google.com/drive/1C00TEnNxO2d6shLfJbPeu4q1dZHEGuaM?usp=sharing|Laboratorul 01 - Analiza și manipularea datelor ]] | ||
| - | * [[https://colab.research.google.com/drive/1IbP5s-zBf0ITzv-E3JQjJzAXoFqxUK2i?usp=sharing|Laboratorul 02 - Web Scraping & RegEx Text Analysis]] | ||
| - | * [[https://colab.research.google.com/drive/1J--ISCIQLPW9KNvn9A2SRtfvuasHSQRN?usp=sharing|Laboratorul 03 - Analiza univariata si bivariata a datelor]] | ||
| - | * [[https://colab.research.google.com/drive/1zrvsoUfrhHnMTafjgew-TeyXDe-CIE_w?usp=sharing|Laboratorul 04 - Modele de Machine Learning 1]] | ||
| - | * [[https://colab.research.google.com/drive/1oLieQG5fUQG8jUMakDXBUrONQKyOB3wl?usp=sharing|Laboratorul 05 - Modele de Machine Learning 2]] | ||
| - | * [[https://colab.research.google.com/drive/1qlJFPMymjgeWpd2fo2qcZn3pHK3ywxJR?usp=sharing|Laboratorul 06 - Metrici de evaluare și optimizarea modelelor]] | ||
| - | * [[https://colab.research.google.com/drive/1sXc1qAy2dsR0E9S_7S3XRvYqWdChf0iP?usp=sharing|Laboratorul 07 - NLP]] | ||
| - | * [[https://colab.research.google.com/drive/1Z-OYkmpE4c7dEmvSid1hAqeY8TXTAJXn?usp=sharing|Laboratorul 08 - Rețele Neurale]] | ||
| - | * [[https://colab.research.google.com/drive/1OSTzyP8zAzQpaFmuoLeWTd6l79J7yyas?usp=sharing|Laboratorul 09 - Differential Privacy]] | ||
| - | * [[https://colab.research.google.com/drive/1F_yCH-yG98GWUDMbLgozhy3FyVrhCQwk?usp=sharing|Laboratorul 10 - Federated Learning]] | ||
| - | <hidden> | ||
| * [[https://colab.research.google.com/drive/1kaLluJpmbPjTEHce5ghkr6cNjMrhsyhW?usp=sharing|Laboratorul 11 - Zero Proof]] | * [[https://colab.research.google.com/drive/1kaLluJpmbPjTEHce5ghkr6cNjMrhsyhW?usp=sharing|Laboratorul 11 - Zero Proof]] | ||
| * [[Laboratorul 12 - Recapitulare]] | * [[Laboratorul 12 - Recapitulare]] | ||
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| * [[TBA|Laboratorul 12 - Atacuri 2]] | * [[TBA|Laboratorul 12 - Atacuri 2]] | ||
| </hidden> | </hidden> | ||
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| + | |||
| <hidden> | <hidden> | ||
