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JASAIM Academy

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Intro to AI

600 000 ₸
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Allocated 3 Quotas

This course offers an entry-level dive into the world of Artificial Intelligence and its applications. Students explore core AI concepts and methods, along with their potential use across various industries. Topics span mathematics, Python and SQL programming, machine learning, natural language processing, computer vision, and generative models.

Special condition

No

Course details

level

For beginner

Study format

Hybrid

Start

September

Entrance exams

No

Duration, in weeks

26

Duration in academic hours

78

Education language

Russian

Classes days_of_week

Mon-Fri

Teaching methodology

There are more practices than theories

Qualifications

AI Developer, Junior ML Engineer

Classes format

One live online lesson (Zoom/Meet) + two on-campus sessions at NU each week

Skills


Conduct exploratory data analysis (EDA) Manipulate data with Python libraries (Pandas, NumPy) Visualise results using Matplotlib and Seaborn Build baseline machine-learning models Machine Learning: Use linear regression for forecasting (e.g., housing prices, credit scoring) Apply logistic regression for binary & multi-class tasks Employ decision trees and ensembles for classification/regression Improve models with gradient boosting Classify with support-vector machines (SVM) Apply k-nearest neighbours (k-NN) Deep Learning: Understand neural-network fundamentals & training Use convolutional networks for images Apply recurrent networks to sequential data Fine-tune pre-trained models for NLP tasks Leverage transformers in natural-language processing NLP: Tokenisation & text pre-processing Word-vector representations Text classification & sentiment analysis Text generation & machine translation via language models

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