AI & Machine Learning Course - Catalyst Programmers

About This Course

Python, NumPy, Pandas, Scikit-learn, TensorFlow and real-world ML projects with deployment.

What You'll Learn

Python for Data Science

Scikit-learn pipelines

Neural networks (Keras)

NLP with NLTK / spaCy

Computer Vision basics

Model deployment (FastAPI)

Course Curriculum

Arrays, broadcasting, linear algebra, statistics

DataFrames, cleaning, visualization, feature engineering

Regression, classification, SVM, decision trees, ensembles

K-means, hierarchical clustering, PCA, anomaly detection

Perceptrons, CNNs, RNNs, backprop — Keras & TensorFlow

Tokenization, embeddings, sentiment analysis, transformers intro

Image classification, object detection with OpenCV & YOLO

FastAPI, Docker, MLflow, model monitoring

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AI & Machine Learning

₹35,000

Course Fee (onwards)

Duration 8 Months

Mode Online

Level Intermediate

Certificate Yes

Batch Size Max 20 students

Courses are the programs in our catalog. Live classes are your running batch (Meet + recordings). We don’t use a cart or online checkout: pay by UPI/bank, then use the coupon we send (after we verify payment) on the Enroll page. We connect your site login to the course so the matching live class pages unlock for you.

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