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Data Science using Python
Python : the go-to language for data analysis , AI , automation From social media to research labs, data is everywhere-but its value lies in the insights we extract. Python is the key to unlocking that potential. You need to learn core Python concepts, essential libraries, and techniques to clean and analyze data. Expertise following: Why Python for Data Science Tools required Basics of Python (Grammar, Data types) Libraries to get started Exploratory data analysis using Pyth

Debapritam Mishra
Nov 143 min read


Impact of Power Query (M), DAX and Visualization:- on Data Analytics Jobs
Master the essentials of Power Query, Data Modeling, and Reporting to boost your data analytics career. In the fast-evolving world of data-driven decision-making, Microsoft Power BI remains the gold standard for transforming raw, messy data into stunning, interactive insights. It connects to hundreds of data sources — Excel, SQL Server, APIs, web, cloud platforms and more. Once connected, data flows through: Power Query : Clean, transform, shape (using M language ) Data Mo

Debapritam Mishra
Nov 54 min read


Collection Data Types in Python: A Guide for aspiring Data Analysts
A data analyst , uses these fundamental structures for effective data manipulation and analysis. Collection data types are built-in structures that allow data analysts to store, organize, and manipulate multiple items efficiently. Think of them as containers - just like you use different boxes to organize your belongings (clothes in one, books in another), Python provides different collection types for various kinds of data organization that are essential in data analysis

Debapritam Mishra
Oct 283 min read


Building Your Digital Portfolio: The Power of GitHub
Your GitHub is your digital resume —let your code speak louder than words. In today’s competitive job market, having a strong digital...

Debapritam Mishra
Oct 52 min read


AI and the Future of Jobs: What May Change, What May Stay
Which jobs will AI take, which will share, and which will stay human? -A guide for students with...

Debapritam Mishra
Oct 35 min read


ER Model: The Foundation of SQL Databases
(ER components) The Entity-Relationship Model (ER Model) is a conceptual model for designing a databases. This model represents the...

Debapritam Mishra
Sep 155 min read


Odisha accelerates Bhubaneswar IT hub:
Multi-storey towers to come up over 5,500 acres of land The Odisha government has identified nearly 5,500 acres of land in and around...

Debapritam Mishra
Sep 82 min read


Data Visualization Cheatsheet: Choosing the Right Chart for Your Data
(From Gantt to Waterfall - here’s your quick guide to data visualisation.) Data visualization is one of the most powerful tools for...

Debapritam Mishra
Aug 253 min read


Machine Learning: Everything You Should Know
Discover what Machine Learning is, how it works, types, real-world applications, and trends in this blog. Introduction Machine Learning...

Debapritam Mishra
Aug 154 min read


50 Excel Shortcuts Every Data Analytics Student Must Master
Posted by: Aptech Learning Nayapalli | Category: Data Analytics , Business Intelligence , Excel skills Whether you're preparing for...

Debapritam Mishra
Jul 172 min read


MERN Stack for Freshers:
(Top Web Technologies You Must Know to Get Hired) Dreaming of becoming a web developer ? Whether it’s a news aggregator, task manager,...

Debapritam Mishra
Jul 63 min read


Careers in Data for Freshers: Roles of Data Engineers, Analysts, and Scientists Explained
Discover the best data career paths for freshers. Understand the roles, responsibilities, and skills needed to become a Data Engineer,...

Debapritam Mishra
Jun 243 min read


Why Hands-On, Project-Oriented IT Training is Crucial for modern generation Students?
Why Hands-On, Project-Oriented IT Training is Crucial for modern generation Students? In today's rapidly evolving IT industry,...

Debapritam Mishra
May 23 min read


Choose between: Data Science & Data Analytics
(Source: https://und.edu/blog/data-science-vs-data-analytics.html , https://www.aptechlearning.com/it/Graduates-and-engineers.aspx )...

Debapritam Mishra
Apr 254 min read


2025 Tech Job Market: In-Demand Roles and Skills
Source: https://medium.com/@ironhack/2025-tech-job-market-in-demand-roles-and-skills-d901eab1aad9 Why Are Tech Jobs So Attractive?...

Debapritam Mishra
Apr 143 min read


What is “Proof of Concept” in software development?
Source: This was asked to our student during an interview. Proof of Concept (POC) A "proof of concept" during an interview refers...

Debapritam Mishra
Feb 103 min read


Top Tech Jobs for 2025
Source: https://www.cio.com/article/230935/hiring-the-most-in-demand-tech-jobs-for-2021.html Overview of Tech Job Trends • The...

Debapritam Mishra
Feb 23 min read


7 High-Demand IT Jobs Without an Engineering Degree
( Source: https://www.indiatoday.in/education-today/jobs-and-careers/story/7-high-demand-it-jobs-that-dont-need-an-engineering-degree-2...

Debapritam Mishra
Jan 292 min read


Experts: IT fresher hiring in 2025, is projected to increase. (www.business-standard.com)
IT fresher hiring in 2025, is projected to increase IT sector to witness 15-20% growth in job opportunities, for roles in AI, ML, data...

Debapritam Mishra
Jan 242 min read


Advanced IT and Software Courses at Aptech Learning, Nayapalli, Bhubaneswar: Elevate Your Career with Industry-Ready Skills
Empowering Your Future: Mastering Digital Marketing, AI, Data Science , and Web Development in Bhubaneswar . As the digital world...

Debapritam Mishra
Jan 44 min read
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