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Free learning Resources For Data Analysts, Data science, ML, AI, GEN AI and Job updates, career growth, Tech updates
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Kiwi is Hiring: Analytics Intern!

Duration: 6 months
Eligibility: Students from Tier 1 colleges only

Key Responsibilities:
- Process large datasets for analysis and modeling
- Perform feature engineering for machine learning models
- Assist in model creation using statistical/ML approaches
- Optimize SQL queries for data retrieval
- Collaborate with teams to refine data pipelines

Required Skills:
- Proficiency in SQL for data manipulation
- Strong problem-solving and analytical skills
- Python exposure (preferred but not mandatory)

Perks:
- Hands-on experience in data analytics
- Work on impactful projects with experts
- Stipend provided
- Real-world problem-solving exposure

πŸ“© Interested? Fill out the form: https://docs.google.com/forms/d/e/1FAIpQLScZwwa6uJH1m6J_2Nn9KIfRr37ftPJC7ypPza0UrLu1cVAVxw/viewform
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EY is hiring Data Analyst πŸš€

Qualification : Bachelor's / Master's degree
Experience : 0-1 Year
Location : Noida

Apply link : https://careers.ey.com/ey/job/Noida-Data-Analytics-Contractor-Staff-UP-201301/1144957201/
Unacademy is hiring Data Analyst Intern πŸš€

Qualification : Bachelor's degree
Experience : Freshers / Experienced
Location : Bangalore

Apply link : Check out this job at Unacademy: https://www.linkedin.com/jobs/view/4103330312
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Any one who is AI EXPERT here?

Who knows python, nlp, transformer models or LLM?
HSBC is hiring!
Position: Data Management/ Business Analyst
Qualification: Graduate Degree
Salary: 7 - 12 LPA (Expected)
Experiencο»Ώe: Freshers/ Experienced
Location: Hyderabad, India

πŸ“ŒApply Link: https://mycareer.hsbc.com/en_GB/external/PipelineDetail/Finance-Data-Management-Business-Analyst/253092?src=JB-257546

Like for more ❀️

All the best πŸ‘πŸ‘
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𝐏𝐰𝐂 𝐈𝐧𝐭𝐞𝐫𝐧𝐬𝐑𝐒𝐩, πŸπŸŽπŸπŸ“!
Position: Intern/ Trainee
Qualifications: Bachelor’s/ Master’s Degree
Salary: β‚Ή48,309 Per Month (Expected)
Batch: 2024/ 2025/ 2026
Experience: Freshers
Location: Bangalore; Kolkata; Hyderabad, India

πŸ“ŒApply Link: https://jobs-ta.pwc.com/global/en/job/PACPACGLOBAL574964WDEXTERNALENGLOBAL/Acceleration-Center-Advisory-Intern-2025

Like for more ❀️

All the best πŸ‘πŸ‘
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NuvoRetail is hiring Data Analytics Intern πŸš€

Freshers are eligible βœ…
Location : Delhi
Skills : Python , SQL
Stipend : 15-20k Per month

Apply link : Check out this job at NuvoRetail: https://www.linkedin.com/jobs/view/4109180821
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FREE DSA courses!
DSA roadmap
15 DSA patterns you must learn!
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1735289246341.pdf
752.9 KB
Apache Spark Question bank!!

πŸ‘‰πŸ» DO REACT IF YOU WANT MORE CONTENT LIKE THIS FOR FREE πŸ†“
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Top SQL Question bank!!.pdf
1.3 MB
Mastering SQL: Key Interview Questions

Get ready to excel in your SQL interviews with this complete guide of the most common SQL interview questions for all levels. Whether you're just starting and need to understand the basics, you're an intermediate professional tackling more complicated queries, or you're an expert looking to show off your advanced skills, this guide has everything you need. It covers everything from simple SQL commands to complex techniques for optimizing queries and designing databases. Mastering these questions will boost your chances of success and make you stand out in any interview.
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Common interview Questions.pdf
4.1 MB
Here are more resources!!
Data Analysis Basics

Resource: "Data Science for Business" by Foster Provost and Tom Fawcett
SQL and Database Management

Resource: Codecademy’s SQL Course
Data Visualization

Resource: Tableau Public & Power BI tutorials
Statistical Analysis

Resource: Khan Academy Statistics Course
Excel for Data Analysis

Resource: Excel Jet – Excel Tips & Tutorials
Python for Data Analysis

Resource: "Python for Data Analysis" by Wes McKinney
Data Cleaning & Preprocessing

Resource: Kaggle’s Data Cleaning Courses
Machine Learning Basics

Resource: Coursera's "Introduction to Machine Learning" by Andrew Ng
Big Data Tools

Resource: Hadoop and Spark tutorials on edX
Business Intelligence

Resource: "The Big Book of Dashboards" by Steve Wexler
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Essential Python and SQL topics for data analysts πŸ˜„πŸ‘‡

Python Topics:

Python Resources - @w3schools or @geeksforgeeks

1. Data Structures
   - Lists, Tuples, and Dictionaries
   - NumPy Arrays for numerical data

2. Data Manipulation
   - Pandas DataFrames for structured data
   - Data Cleaning and Preprocessing techniques
   - Data Transformation and Reshaping

3. Data Visualization
   - Matplotlib for basic plotting
   - Seaborn for statistical visualizations
   - Plotly for interactive charts

4. Statistical Analysis
   - Descriptive Statistics
   - Hypothesis Testing
   - Regression Analysis

5. Machine Learning
   - Scikit-Learn for machine learning models
   - Model Building, Training, and Evaluation
   - Feature Engineering and Selection

6. Time Series Analysis
   - Handling Time Series Data
   - Time Series Forecasting
   - Anomaly Detection

7. Python Fundamentals
   - Control Flow (if statements, loops)
   - Functions and Modular Code
   - Exception Handling
   - File

SQL Topics:

SQL Resources - @sqltutorials

1. SQL Basics
- SQL Syntax
- SELECT Queries
- Filters

2. Data Retrieval
- Aggregation Functions (SUM, AVG, COUNT)
- GROUP BY

3. Data Filtering
- WHERE Clause
- ORDER BY

4. Data Joins
- JOIN Operations
- Subqueries

5. Advanced SQL
- Window Functions
- Indexing
- Performance Optimization

6. Database Management
- Connecting to Databases
- SQLAlchemy

7. Database Design
- Data Types
- Normalization

Remember, it's highly likely that you won't know all these concepts from the start. Data analysis is a journey where the more you learn, the more you grow. Embrace the learning process, and your skills will continually evolve and expand. Keep up the great work!

πŸ‘‰πŸ» DO REACT IF YOU WANT MORE CONTENT LIKE THIS FOR FREE πŸ†“
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πŸ”‰ Hiring Data Analyst (0-1 Years Experience) πŸš€
Ankit is hiring for a junior data analytics role.

The candidate should be able to write complex SQL queries and should be well-versed in Excel. Having experience building Power BI dashboards will be an added advantage.

The candidate will be employed by a third party and will work for Bajaj Finance in Viman Nagar, Pune.

Please share your resume at ankit.hirani@bajajfinserv.in
if you meet the above criteria
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