🎯 MINI CHALLENGE #3

Task: Filter Excel data

Given: sales.xlsx with columns:
• Name
• Department
• Salary

Filter:
1. Department = 'IT'
2. Salary > 50000
3. Save to new file

Use pandas!

⏰ 20 minutes

Solution tomorrow 👀

Hint: Use df[condition]

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✅ CHALLENGE SOLUTION

import pandas as pd

df = pd.read_excel('sales.xlsx')

filtered = df[
    (df['Department'] == 'IT') &
    (df['Salary'] > 50000)
]

filtered.to_excel(
    'filtered_sales.xlsx',
    index=False
)

print(f"Found {len(filtered)} records")

💡 Tips:
• Use & for AND
• Use | for OR
• Use () around conditions

Kisne solve kiya? 🙋

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🎁 RESOURCE DROP!

Ultimate Python Cheatsheet:

📌 Data Types
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Download link: [https://www.dataquest.io/wp-content/uploads/2024/09/Python-Cheat-Sheet.pdf]

💾 Save kar lo!

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Happy learning 🚀
Stay consistent. Stay curious. 💡

I rarely say this, but this is the best repository for mastering Python.

The course is led by David Beazley, the author of Python Cookbook (3rd edition, O'Reilly) and Python Distilled (Addison-Wesley).

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Happy Learning!! 🚀

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Opportunity alert for my community Machine Learning Engineer at Grid Dynamics Bengaluru, Karnataka, IN
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Job title: Machine learning engineer (Gen AI)

Location: Bangalore

experience: 4 To 7Years

Key responsibilities

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We’re Hiring: DevOps Engineer (Lead / Intermediate) | Toronto (Hybrid)
Looking for your next DevOps opportunity? We’re hiring a hands-on DevOps Engineer to join a leading banking client in Toronto. If you enjoy building CI/CD pipelines and working on real-world deployments, this could be a great fit.

Location: Toronto (Bay Street) – Hybrid (2 days onsite/week)
Type: Contract (12 months + extensions)
Rate: Market rate (40 hours/week)
Start Date: Immediate

What You’ll Do:
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• Develop CI/CD pipelines for Java / Spring Boot applications
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• 2–5 years of experience (Intermediate to Lead level)
• Strong hands-on experience with GitHub Actions (must-have)
• Experience with Java / Spring Boot
• Hands-on exposure to OpenShift / Kubernetes
• CI/CD pipeline development experience
• Knowledge of Docker and Linux/Unix
• Cloud exposure (AWS/Azure) is a plus.

Ideal Candidate:
• Hands-on contributor with a problem-solving mindset
• Takes ownership and thrives in a fast-paced environment
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Interested?
DM me or email your resume to priya@csican.com with details of your experience in GitHub Actions, Spring Boot, and OpenShift.

Role: Customer Data Platform Engineer

Required

- 5+ years of experience in Data Engineering, Martech Engineering, CDP, CRM, or related roles
- Bachelor’s or Master’s degree in Computer Science, Information Technology, or a related field is preferred.

Preferred

- Experience with AWS, Azure and/or Google Cloud
- Familiarity with Python, Spark and/or workflow tools such as Airflow

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Role: Senior Software Engineer (python + Fastapi + Aws + Generative Ai))
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Experience - 5-12 years

Skills Required - Python, Fast API, RAG, Gen Ai

Notice Period - Immediate or serving


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🚀 Key Skills for Aspiring Tech Specialists

📊 Data Analyst:
- Proficiency in SQL for database querying
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🌟 Embrace the world of data and AI, and become the architect of tomorrow's technology!

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🚀 Exciting AI Internship Opportunity Alert! 🚀

We are excited to announce an internship opportunity for an AI Engineer Intern in our Search & Discovery team. This role will contribute to the development of next-generation AI-powered search and recommendation systems. The focus will be on applying Generative AI and Large Language Models (LLMs) to enhance product discovery and improve customer experience.

Please reach out to me directly on Linkedin and also send resume to gadhanja@coupang.com

Hiring: C++ & Python Developer (4–6 Years Experience)

We are looking for experienced C++ and Python developers to work on high-performance real-time data systems and scalable backend pipelines. The role involves handling streaming data, low-latency systems, cloud-based infrastructure, and large-scale data processing workflows.

Good to have:
• AWS or cloud platform experience
• Understanding of financial/crypto market data
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🏢 Work Mode: WFO – 5 Days a Week

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🚀 We’re Hiring: AI Engineers & AI Interns!
Excited to share that my team is expanding and we are looking for passionate minds to join us in building the next generation of intelligent solutions! We have openings for both AI Engineers (2-3 years of experience) and curious AI Engineer Interns.
If you are obsessed with moving past basic prompt chaining into the world of agentic workflows, stateful multi-agent systems, and production-grade advanced RAG, this is the place for you.
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* Core: Python, PyTorch
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* Vector Databases: Qdrant, Pinecone (Serverless), pgvector, LanceDB
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🌱 What we’re looking for:
For AI Engineers (2-3 YOE):
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* Deep understanding of algorithmic prompt optimization and compilation tools like DSPy.
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For AI Interns:
* Strong programming fundamentals in Python.
* High curiosity for modern Generative AI paradigms (Agentic AI, Vector search, and Tool Use).
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✨ What you’ll gain:
* Practical exposure to shipping state-of-the-art agentic AI features to production.
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If this sounds like you (or someone you know), feel free to reach out or drop your resume to
omarkhan99@smcindiaonline.com
or kartikmanimuthu@smcindiaonline.com .
Let’s build something amazing together! 🚀

📢 We’re Hiring: Associate System Engineer (Entry-Level) IBM

Kick-start your career with us! We’re inviting applications from 2024–2025 graduates who are passionate about technology, innovation, and problem-solving to join us as Associate System Engineers across multiple locations in India.

Who can apply?
✅ BE/BTech, ME/MTech, MCA, or https://ibm.co/6041EMBJT. (CS/IT and related specializations such as CSE, AI/ML, Data Science, Cloud Computing, Big Data, IoT, Robotics, Cybersecurity, Blockchain, etc.)
✅ Minimum 6 CGPA / 60% with no active backlogs
✅ Graduating batch of 2024 or 2025 (degree must be completed before joining)

What we’re looking for:
🔹 Programming knowledge in Java, C++, Python, or Node.js
🔹 Understanding of SDLC concepts
🔹 Strong communication & problem-solving skills
🔹 Flexibility to work from anywhere in India

If you’re ready to build impactful solutions, this is your opportunity!
Apply here: https://ibm.co/6042EMBJp

🚀 We’re Hiring | Power BI Developer | 1 YoE
Dream IT Consulting Services is hiring a Power BI Developer with 1–2 years of experience.
📍 Gurugram (On-site)
🔹 Skills: Power BI, SQL, DAX, Power Query, Data Modeling
If you’re looking for a great opportunity to grow in data analytics and visualization, apply now!
📩 Apply to the job below or share your resume at:
kanchan@dreamitcs.com | hr@dreamitcs.com

Hiring Alert | Power BI Developer | 1 YoE

We are looking for a Power BI Developer with experience in data visualization, dashboard creation, and SQL.

Skills Required:
* Power BI
* SQL
* DAX
* Data Visualization
* Excel

Experience: 1+ Years
Location: Pune
Notice Period: Immediate to 15 Days Preferred.

Interested candidates can share their updated resume at hr@vortexiasolutions.in

✅ BIG IT-03 - Assistant Manager – Data Engineering - Big It-03
📍 Hyderabad, Telangana, India, Telangana, IN
👤 Exp: Not specified
💼 full-time • Not specified
🔗 Apply Now: https://me.artha.link/eIem1yR

✅ BIG IT - 01 - Lead Azure Data Engineer - Big It - 01
📍 Hyderabad, Telangana, India, Telangana, IN
👤 Exp: Not specified
💼 full-time • Not specified
🔗 Apply Now: https://me.artha.link/4cFP5jv

✅ Marsh - Senior Data Analyst - Python
📍 Mumbai, Maharashtra, IN
👤 Exp: Not specified
💼 Not specified • Not specified
🔗 Apply Now: https://me.artha.link/6r55GxY

✅ Jade Business Services (JBS) - Gcp Data Engineer Lead
📍 Hubballi, Karnataka, IN
👤 Exp: Not specified
💼 Not specified • Not specified
🔗 Apply Now: https://me.artha.link/U0EY8Ok

✅ CareerUS Solutions - Machine Learning Engineer
📍 Kochi, Kerala, IN
👤 Exp: Not specified
💼 Not specified • Not specified
🔗 Apply Now: https://me.artha.link/OANzRQJ