Aptech Computer Training Institute in Laketown Kolkata
Aptech Computer Training Institute in Laketown Kolkata
Call - 078909 88777 Address : Aptech Laketown, Lalit Plaza, Ground floor, Jessore Rd, near Kolkata, South Dumdum, West Bengal 700089
AI ML Course: Artificial Intelligence and Machine Learning
SMART PROFESSIONAL-ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
In today’s rapidly evolving tech landscape, AI ML Course offers an incredible opportunity for those seeking to deepen their knowledge in Artificial Intelligence and Machine Learning. Whether you’re an aspiring data scientist, software engineer, or business professional, this course provides the foundational and advanced skills required to excel in the AI and ML domains.
Courses:
12 Months
SMART PROFESSIONAL-ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
An AI ML Course is designed to teach students the core concepts of artificial intelligence and machine learning. It covers everything from basic programming skills to advanced algorithms used for data processing and predictive analytics. With AI and ML rapidly becoming integral to various industries, this course is ideal for anyone looking to advance their career in tech.
What you learn?
Term 1
This course is perfect for anyone interested in developing expertise in artificial intelligence and machine learning. Whether you’re a beginner or have some experience in programming, our AI ML Course will give you the tools and knowledge needed to succeed in this exciting field.
Data Analysis with MS Excel
Data Handling using T-SQL
Managing Large Data Sets with MongoDB
Inferential Statistical Analysis
Application Based Programming in Python
Data Mining with WEKA
- Work with spreadsheets and analyze data using MS Excel.
- Learn fundamental concepts of Transact SQL (T SQL) commands.
- Understand MongoDB concepts, features, architecture and data model, and learn to install, configure, and monitor open-source NoSQL databases.
- Learn the basics of statistical analysis, descriptive statistics, predictive analytics, probability and Bayes theorem
- Develop applications using Python language.
- Use WEKA to perform data mining tasks.
- Design a capstone project using WEKA and implement data mining tasks
What you learn?
Term 2
AI Primer
AI Applications of NLP
AI and ML with Python
Applied Machine Learning using Python
Deep Learning using Neural Networks
- Gain an understanding of AI.
- Gain knowledge in NLP and learn the use of AI in NLP.
- Use important building blocks of AI & ML with Python, make data modelling decisions, interpret output of the algorithms, and validate results.
- Master ML concepts and techniques including supervised and unsupervised learning mathematical and heuristic aspects, and hands on modelling to develop AI algorithms.
- Master deep learning concepts and TensorFlow open-source framework, implement deep learning algorithms, and build ANN (Artificial Neural Networks).
- Develop a real-world Capstone project on recommendation engine and perform customer churn prediction.
Eligibility:
- Undergraduates/ graduates/ working professionals/ engineers
