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Artificial Intelligence Online Course – ASAP Kerala

business analytics course

Artificial Intelligence and Machine Learning Developer is an industry oriented program which focuses on helping the aspirants learn practical application

Table Of Contents

Course Overview

The programme aims to help students gain practical knowledge and accelerate entry into the roles of Artificial Intelligence/ Machine Learning Scientist, Computer Scientist AIML, Data Scientist, Machine Learning Engineer, Robotics Scientist, Business Intelligence Developer and AI Research Scientist. This project (internship)-based and multi-skill course will provide structured and unstructured data to solve critical business problems with machine learning and deep learning.

This is an NSQF level-5 course.

Key Topics

FOUNDATION FOR MACHINE LEARNING
  • Linear algebra, random processes and optimisation techniques for machine learning
  • Develop programming solutions in Python with scientific python libraries
MACHINE LEARNING TECHNIQUES
  • Proficiency in different categories of machine learning techniques such as regression, classification, kNN, decision trees, dimensionality reduction, and clustering.
  • Application of different performance metrics, and selection of performing model.
PROBABILISTIC AND STATISTICAL METHODS FOR LEARNING
  • Application of Bayesian and Mixture models and Bayesian inference algorithms
  • Perform text mining and information retrieval
DEEP LEARNING
  • Proficiency in building deep learning models for both visual and text/ sequence processing problems and generative models
  • Develop deep reinforcement models for automation
PROJECT
  • Conceptualisation, design, development and evaluation of Artificial Intelligent model with a classic or deep machine learning framework

Skills Covered

  • Python programming
  • Statistical modelling
  • Neural network architecture
  • Applied mathematics and algorithms
  • Signal processing techniques

Who is this course for?

  • Graduate, preferably in Science, CS, IT and EC streams

Kindly visit the website for more informtion: AI Machine Learning Course

An AI and Machine Learning course equips students with the skills to harness the power of artificial intelligence in various fields. These courses cover foundational topics such as algorithms, data processing, and statistical analysis, as well as advanced concepts like neural networks, deep learning, and natural language processing (NLP). With AI rapidly advancing, industries like healthcare, finance, retail, and technology increasingly rely on machine learning solutions to enhance decision-making, automate processes, and improve customer experiences.

Typically, the curriculum is hands-on, featuring practical projects that help learners apply theories to real-world problems. For example, students might work on developing recommendation systems, predictive models, or image recognition algorithms. Programming languages like Python, R, and tools like TensorFlow or PyTorch are often integral parts of the course, providing students with essential technical skills.

AI and Machine Learning courses are suitable for a wide range of individuals—from beginners interested in data science to professionals aiming to upskill in an AI-focused career. With the growing demand for AI expertise, this course opens doors to roles such as AI engineer, data scientist, and machine learning specialist, making it an excellent investment for a future-proof career.

rithikaraghav

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