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The Fireblaze AI School Blog

Guides, Interview Prep & Success Stories

Honest, practical writing on data and AI careers: how to choose a course, what skills actually get hired, real student placement stories, and where applied AI is heading in industry, aerospace and defence.

522articles
9categories
Since 2017NASSCOM partner

This blog covers career roadmaps for data analyst and developer roles, honest guidance on choosing an institute, course fees and salary expectations in Nagpur and Pune, real student placement stories, company-wise interview preparation, and what Generative AI is changing about entry-level data work, alongside deep-dive coverage of applied AI in aerospace and defence. Articles are written by Fireblaze AI School, a NASSCOM-partner institute operating in Nagpur since 31 October 2017, and we publish only figures we can verify.

Showing all 278 articles

Learning Guides

Variables in Python: Complete Guide

Learn how variables work in Python, naming rules, dynamic typing, multiple assignment, constants, and common interview questions.

6 min read

Learning Guides

Class and Object in Python: Complete Guide

Learn Python classes and objects including attributes, methods, the __init__ constructor, self, and the difference between class and instance variable…

8 min read

Learning Guides

Categorical Data in Python: Complete Guide

Learn how to handle categorical data in Python with Pandas, including nominal vs ordinal data, one-hot encoding, label encoding, and the category dtyp…

7 min read

Learning Guides

Data Types in Python: Complete Guide

Learn Python's core data types including int, float, string, boolean, list, tuple, dictionary and set, with type checking and conversion examples.

7 min read

Learning Guides

Top Python Libraries for Machine Learning

An overview of the essential Python libraries for Machine Learning, including NumPy, Pandas, Scikit-Learn, TensorFlow, PyTorch and Matplotlib, and whe…

7 min read

Learning Guides

Autoencoders in Deep Learning Explained

Learn what autoencoders are, how the encoder-decoder architecture works, their use in dimensionality reduction and anomaly detection, with a simple ex…

7 min read

Learning Guides

Video Analysis Using OpenCV in Python

Learn how to read, process and analyse video with OpenCV in Python, including frame extraction, motion detection, and object tracking basics.

7 min read

Learning Guides

Basic Image Processing Using NumPy

Learn how to represent and manipulate images as NumPy arrays, including reading pixel values, cropping, flipping, and basic filtering.

6 min read

Learning Guides

Object Detection Using ImageAI in Python

Learn how to perform object detection in images using the ImageAI library in Python with a pretrained model, including complete setup and code.

7 min read

Learning Guides

A Beginner's Guide to Learning Power BI

A beginner-friendly roadmap to learning Power BI, covering data import, Power Query, DAX formulas, visualisations, and how to structure your learning.

7 min read

Learning Guides

Data Visualization Using Plotly in Python

Learn how to create interactive charts in Python using Plotly, including line charts, bar charts, scatter plots and dashboards, with example code.

7 min read

AI & Careers

Best AI Tools for Students in 2026

Students in 2026 have more AI tools than ever to simplify learning from AI note takers and research assistants to writing helpers, coding tutors, and…

5 min read

Learning Guides

NumPy in Python: A Complete Beginner's Guide

Discover NumPy, the fundamental Python library for numerical computing. Learn arrays, mathematical operations, indexing, broadcasting, and how NumPy…

4 min read

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