Hvað þú lærir
Við leiðbeinum þér í gegnum sérvalda námskrá sem er hönnuð til að færa þig frá „bara forvitnum“ yfir í „hæfan/hæfa“ í Data Science & AI á allt að 12 vikum (fulltími).
Grunnur
SQL, Python, Jupyter Notebook, Git og GitHub, línuleg algebra, líkindafræði og tölfræði.
Gagnagreining
Data Analysis, Data Preparation, Data Visualization og Data Exploration.
Hefðbundið vélrænt nám
Machine Learning, supervised og unsupervised learning, ML model enhancement, Naive Bayes, SVM, Random Forests, ML Pipelines og Classification.
Djúpt nám
Tauganet (innleiðing, bilanagreining og bestun), CNN arkitektúrar, Autoencoder, Data Augmentation, Tensorflow, Keras og Scikit-Learn.
Máltækni (NLP)
Text coding fyrir NLP, RNN, LSTM, Attention Mechanisms, Transformer Model og chatbot bygging.
Kafli 0: Undirbúningur
Data Science & AI snýst um að vinna með gögn, hreinsa þau, greina og meta, og þróa vélrænt nám til að spá fyrir um niðurstöður. Í þessum kafla förum við yfir grunninn svo þú sért tilbúin(n) að hefja námið af öryggi.
Inngangur að Python
- Python Language And History
- The Basics Of Python
- Fundamental Data Structures In Python
- Classes And Objects
- Modules And Packages
- Input/Output
- Errors And Exceptions
Umhverfi (environments)
- Python Environments
- Anaconda
- Jupyter Notebooks
SQL og gagnagrunnar
- SQL Fundamentals
- SQL Queries
Línuleg algebra
- Scalars And Vectors
- Matrices
- Norms
Git og GitHub
- Introduction to Version Control
- Workflow
- Inspecting Repositories
- Undoing Changes
- Fetching And Pulling Changes
- Pushing Changes
Verkefni: Curve Fitting
- This project is about solving the 'Curve fitting' problem, which involves finding the best curve equation to fit a given dataset. It will guide you through an example of this problem and is divided into sections, where each section will exercise the use of fundamental concepts such as OOP, SQL, Linear Algebra, and the final Machine learning workflow.
Námsfyrirkomulag
Mánudag til föstudags 08:30 til 14:30 (GMT/UTC)
Kennslulota
08:30 - 10:00 (GMT/UTC)
Kennslulota
10:30 - 12:00 (GMT/UTC)
Verkleg lota
13:00 - 14:30 (GMT/UTC)
Aðferðafræðin okkar
Lifandi netkennsla
- Hjá CLA eykurðu gæði námsins með gagnvirkum netkennslustundum í beinni, þar sem þú vinnur beint með kennurum og samnemendum í rauntíma. Þetta styrkir samvinnu og hraðar færniuppbyggingu.
Sjálfsnám
- Hlutastarf: 9 klst. lifandi kennsla, 11 klst. sjálfsnám — samtals 20 klst. á viku
- Fulltími: 22,5 klst. lifandi kennsla, 17,5 klst. sjálfsnám — samtals 40 klst. á viku
Spegluð kennsluaðferð (Flipped Classroom)
- Njóttu kraftmikillar námsnálgunar með speglaðri kennslu, þar sem þú lærir virkt og nýtir kennslutímann til að kafa dýpra í efnið og leysa verkefni með leiðsögn.
Leiðbeinandi æfingar
- Taktu þátt í krefjandi og praktísku námi þar sem við leggjum áherslu á virka þátttöku, verklegar æfingar og uppbyggingu portfólíós til að tryggja sterkan grunn í þekkingu og færni.
Prefer to learn at your own pace?
Learn with our On-demand Data Science & AI course at your own pace with complete flexibility through our immersive, self-paced program. Master how to transform raw data into powerful insights, train intelligent models, and build real-world AI applications and graduate ready to launch your career in the world of data-driven innovation.
Það sem þú þarft
Þú þarft engin fyrri próf eða formlega menntun í tölvunarfræði eða forritun til að taka þátt í bootcamp-inu. Við gerum ráð fyrir engri fyrri þekkingu og leiðbeinum þér í gegnum grunnatriði fyrstu vikurnar, þannig að þú byggir upp sterkan grunn frá grunni. Hvort sem þú ert nýr/ný á sviðinu eða vilt bæta við þig og uppfæra færni þína er námið hannað til að koma þér hratt og örugglega á gott flug.
- Fartölva eða tölva: Áreiðanleg fartölva eða borðtölva með nægu afli til að keyra nauðsynleg forrit.
- Stöðug nettenging: Áreiðanleg nettenging fyrir lifandi kennslu, verklegar æfingar og skilaverkefni.
- Grunn tölvulæsi: Geta til að vinna í stýrikerfum, framleiðnihugbúnaði og vöfrum.
- Grunnþekking í reikniritum og forritun: Kunnátta í forritunarhugtökum til að fylgja námskeiðinu með þægilegum hætti.
- Enska: B1 stig og geta til að skilja tæknilegt efni og tjá sig, þar sem kennsla fer fram á ensku.
- Skuldbinding til náms: Framtakssemi í að læra og æfa kóðun, sérstaklega í undirbúningshluta til að byggja upp sterkan grunn fyrir áframhald í bootcamp-inu.
Career Services Center
Vinnustofur um starfsþróun
Kynningarlotur fyrir þig og CLA samfélagið. Prófaðu hvað Career Center býður, hittu fræðsluráðgjafa og komdu við til að fá síðustu yfirferð á ferilskrá eða smá „fínpúss“ fyrir umsóknir.
Sérsniðin 1:1 ráðgjöf
Skipulagðar 1:1 lotur til að skilgreina markmið, kortleggja næstu skref og móta aðgerðaáætlun — með vinalegri leiðsögn og raunhæfum verkfærum.
Æfiviðtöl
Æfðu algengar spurningar í viðtölum og fáðu leiðsögn um hvernig þú sýnir það sem vinnuveitendur leita að, hvernig þú dregur fram styrkleika þína, hvernig þú ræðir laun og fleira.
Yfirferð ferilskrár og kynningarbréfs
Fáðu persónulegar ábendingar um ferilskrá og kynningarbréf, sniðnar að því að ná athygli ráðningaraðila og auka líkur á viðtali.
Samantekt á störfum og starfsnámi
Nýjustu tækifærin, valin af ráðgjöfum okkar, og miðuð að því að henta byrjendum og þeim sem eru að byggja upp nýja eða uppfærða tæknifærni.
Aðgangur að feril- og úrræðavettvangi
Aðgangur að efni á námsvettvangi okkar: ferilverkefni, leiðbeiningar, sniðmát og úrræði um tæknigeirann.
Leiðsögn sérfræðinga og tengslamyndun
Hittu fagfólk í tæknigeiranum til að fá ráð og innsýn — og taktu þátt í Career Chat viðburðum til að mynda tengsl og læra af öðrum.
Alumni tengslanet
Tengstu samnemendum og fyrrverandi útskrifuðum nemendum CLA til að deila áhugaverðu efni, hefja gagnlegar umræður og miðla tækifærum sem gætu hentað öðrum í alumni samfélaginu.
Why Choose Code Labs Academy?
1-to-1 Career Coaching
Personalised support from career specialists: CV and LinkedIn refresh, mock interviews, and a tech-focused job-search strategy.
Portfolio-Ready Projects
Graduate with a GitHub-ready portfolio of real-world projects—built in class and polished with mentor feedback.
Industry-Driven Curriculum
Curriculum refreshed every quarter to match current hiring needs in AI, cybersecurity, and web development.
Recognised Certificate
Showcase your AZAV-accredited Code Labs Academy certificate on LinkedIn, your CV, and visa applications.
Algengar spurningar
Code Labs Academy Alumni Reviews and Testimonials
Without a tech background, after just a few months I am now able not only to understand complex machine or deep learning models, but also to design them myself. If you are looking for a career change in the tech industry, motivated and have some time ...
After completing my master's degree in data analytics, I endeavoured to further my knowledge in the field with the goal of pursuing a career in either data science or analysis. However, I encountered difficulties finding answers to my questions, so I ...
The teachers and mentors are wonderful, at least the one I had. Moe taught me more than all my teachers in my whole life. He makes things clear and always encourages you to keep going despite all the challenges.
The cyber security bootcamp was a rapid journey of discovery. I soaked up vast amounts of knowledge and feel ready to take the next step on my new career path.
MauriceLearning in a small group with a very friendly and understanding instructor. I had a lot of fun, got an insight into areas that were completely new to me, learned a lot and in the end achieved exactly what I wanted.
LarsThe Code Labs Academy web development course was very impressive, it was one of the best experiences I have had in my life. I highly recommend attending this bootcamp where you not only learn web development, but also get career advice and be ready t ...
CLA guided me to become the front-end developer that I planned to be. Literally they took me from zero to hero in their bootcamp. Keep up the good work you offer!
I really enjoyed the full-time web development bootcamp. The teachers were knowledgeable and always took the time to answer all my questions. The content of the course covers the most needed skills to start in the web development industry. I recommen ...
As a graduate of the CLA Cybersecurity bootcamp, what I appreciated the most was the quality of the instructors. They were incredibly attentive and highly knowledgeable about the subject. The hands-on practices were not only interesting but also allo ...
LuizLearning everything about programming and data in a short period of time is 100 percent guaranteed, the teachers are very free with student and are willing to help no matter the day or time and also all projects made can be presented in job applicati ...
"I liked everything how it was and definitely will recommend CLA for my friends if they ask.I truly appreciated the hands-on, practical approach to learning. The bootcamp’s structure allowed me to engage with real-world cyber security scenarios, whic ...
ArtemAs a part of the web development bootcamp, I must say that It went beyond my expectations. The bootcamp is indeed interactive, fun, and informative. I learned a lot of things thanks to my mentors and to everyone working behind the scenes. I would hig ...
I wanted to express my sincere gratitude for the incredible experience I had at your bootcamp. It was not only super helpful but also incredibly fun. I learned a tremendous amount during my time there and wanted to share my thoughts with you. First a ...
One of the best ways to learn Data Science and Machine Learning, excellent teachers who always help you understand and give you more ideas and examples. If you want to know more about ML, CLA is the best place.
I've never regretted choosing CLA to learn UI/UX. While I had some doubts before starting, I quickly realized that CLA would help me enhance my existing skills and acquire new ones that are incredibly valuable for my career.
The CLA bootcamp was a fantastic experience that had a significant impact on me. The live sessions were engaging and enjoyable, and I was always motivated to practice what I learned. The instructors were incredibly helpful and supportive throughout t ...
The teachers are great, tolerant, motivated and cheerful. The learning process is smooth and fun, you have the space to ask your questions and also participate. But the most important thing is that they prepare you for the practical world by realisin ...
It’s an online boot camp with asynchronous courses that can match any student all over the world. I appreciate the fact that it comes with a certificate at the end upon successful completion. To sum up, this bootcamp is all in one, you learn and mas ...
I'm always looking for new opportunities to learn the latest technologies in Data Science, and the quality of Code Labs Academy's content exceeded my expectations. If you're passionate about technology and willing to put in the effort, this bootcamp ...
The balance between theory and practice is perfect, you get a chance to apply what you learn in homework and real projects that are reviewed by the TAs. I recommend this bootcamp to anyone who wants to start their career in Data Science.
I already knew about CLA through posts on LinkedIn and reading user reviews. When I saw the bootcamp curriculum, I thought it would be essential for my career advancement. I like the exercises we do together and the examples that are presented. The a ...
AlexandreThe cyber security bootcamp I attended in 2022 taught me the foundational understanding and skills required for me to pivot to a career in IT. My instructor was knowledgeable, patient and always willing to help. Before the end of my course I receiv ...
As for the best part and most memorable experience, it's hard to pinpoint just one. However, I would say that the most memorable aspect of the CLA bootcamp is the sense of accomplishment and pride that comes with completing the program, especially th ...
Mikhail