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Analytics Adda

@analyticsadda


This channel is all about technology and jobs updates.

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Analytics Adda Promotion (English)

Are you a tech enthusiast looking for the latest updates and job opportunities in the industry? Look no further than 'Analytics Adda' Telegram channel! With the username @analyticsadda, this channel is your one-stop destination for all things related to technology and job updates. 'Analytics Adda' is the go-to platform for professionals and enthusiasts who want to stay updated on the rapidly changing world of technology. Whether you are interested in data analytics, machine learning, artificial intelligence, or any other tech-related topic, this channel has got you covered. Stay informed about the latest trends, tools, and technologies that are shaping the future of the tech industry. With regular updates and informative posts, 'Analytics Adda' ensures that you are always in the loop. In addition to technology updates, 'Analytics Adda' also provides valuable information about job opportunities in the industry. Whether you are looking for a new job, want to switch careers, or simply curious about the job market, this channel offers insights and updates that can help you make informed decisions. Join the 'Analytics Adda' Telegram channel today and become a part of a thriving community of tech enthusiasts and professionals. Stay ahead of the curve with the latest technology updates and job opportunities at your fingertips. Don't miss out on this valuable resource - join 'Analytics Adda' now! }

Analytics Adda

28 Jan, 13:20


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Analytics Adda

28 Jan, 12:14


AB InBev is hiring!
Position: Machine Learning Engineer
Qualification: Bachelorโ€™s/ Masterโ€™s Degree
Salary: 12 - 20 LPA (Expected)
Experienc๏ปฟe: Freshers/ Experienced
Location: Work From Home/ office

๐Ÿ“ŒApply Now: https://ab-inbev-gcc.sensehq.com/careers/jobs/54769

Analytics Adda

28 Jan, 12:08


Gainwell Technologies is hiring!
Position: Data Analyst
Qualification: Bachelorโ€™s/ Masterโ€™s Degree
Salary: 5.6 - 11 LPA (Expected)
Experienc๏ปฟe: Freshers/ Experienced
Location: Work From Home/ office

๐Ÿ“ŒApply Now: https://jobs.gainwelltechnologies.com/job/Bangalore-Data-Analyst-KA-560100/1229064500/

Analytics Adda

28 Jan, 12:08


Accenture hiring Business New Associate
https://www.accenture.com/in-en/careers/jobdetails?id=AIOC-S01563053_en&title=Business%20Advisory%20New%20Associate

https://www.accenture.com/in-en/careers/jobdetails?id=AIOC-S01563400_en&title=Business%20Advisory%20New%20Associate

https://www.accenture.com/in-en/careers/jobdetails?id=AIOC-S01563565_en&title=Business%20Advisory%20New%20Associate

Analytics Adda

28 Jan, 06:54


Data Analytics Roadmap
|
|-- Fundamentals
| |-- Mathematics
| | |-- Descriptive Statistics
| | |-- Inferential Statistics
| | |-- Probability Theory
| |
| |-- Programming
| | |-- Python (Focus on Libraries like Pandas, NumPy)
| | |-- R (For Statistical Analysis)
| | |-- SQL (For Data Extraction)
|
|-- Data Collection and Storage
| |-- Data Sources
| | |-- APIs
| | |-- Web Scraping
| | |-- Databases
| |
| |-- Data Storage
| | |-- Relational Databases (MySQL, PostgreSQL)
| | |-- NoSQL Databases (MongoDB, Cassandra)
| | |-- Data Lakes and Warehousing (Snowflake, Redshift)
|
|-- Data Cleaning and Preparation
| |-- Handling Missing Data
| |-- Data Transformation
| |-- Data Normalization and Standardization
| |-- Outlier Detection
|
|-- Exploratory Data Analysis (EDA)
| |-- Data Visualization Tools
| | |-- Matplotlib
| | |-- Seaborn
| | |-- ggplot2
| |
| |-- Identifying Trends and Patterns
| |-- Correlation Analysis
|
|-- Advanced Analytics
| |-- Predictive Analytics (Regression, Forecasting)
| |-- Prescriptive Analytics (Optimization Models)
| |-- Segmentation (Clustering Techniques)
| |-- Sentiment Analysis (Text Data)
|
|-- Data Visualization and Reporting
| |-- Visualization Tools
| | |-- Power BI
| | |-- Tableau
| | |-- Google Data Studio
| |
| |-- Dashboard Design
| |-- Interactive Visualizations
| |-- Storytelling with Data
|
|-- Business Intelligence (BI)
| |-- KPI Design and Implementation
| |-- Decision-Making Frameworks
| |-- Industry-Specific Use Cases (Finance, Marketing, HR)
|
|-- Big Data Analytics
| |-- Tools and Frameworks
| | |-- Hadoop
| | |-- Apache Spark
| |
| |-- Real-Time Data Processing
| |-- Stream Analytics (Kafka, Flink)
|
|-- Domain Knowledge
| |-- Industry Applications
| | |-- E-commerce
| | |-- Healthcare
| | |-- Supply Chain
|
|-- Ethical Data Usage
| |-- Data Privacy Regulations (GDPR, CCPA)
| |-- Bias Mitigation in Analysis
| |-- Transparency in Reporting

Analytics Adda

27 Jan, 05:25


๐‘๐ž๐ฏ๐จ๐ฅ๐ฎ๐ญ - ๐–๐จ๐ซ๐ค ๐…๐ซ๐จ๐ฆ ๐‡๐จ๐ฆ๐ž
Position: Business Analyst
Qualification: Bachelor's/ Master's Degree
Salary: 5 - 8 LPA (Expected)
Experienc๏ปฟe: Freshers/ Experienced
Location: Work From Home (Remote)

๐Ÿ“ŒApply Now: https://www.revolut.com/careers/position/75445311-c0e0-4b6d-90d4-d4a23226831c/

Analytics Adda

26 Jan, 13:02


540+ job openings across various domains and roles, catering to both freshers and experienced professionals.
https://docs.google.com/spreadsheets/d/1Y_xb9w6Y5cJolCsiSdHQsDUcvScs3JBxby78raIJ3jw/edit?usp=sharing

Join our whatsapp group for daily job notifications.
https://whatsapp.com/channel/0029VajSCJP2Jl8EEDRRKp0F

Save & Share reel with your friends.

Analytics Adda

26 Jan, 07:05


Exciting news! Today evening, Iโ€™ll be sharing 540+ job openings across various domains and roles, catering to both freshers and experienced professionals. Stay tuned and spread the word!

https://whatsapp.com/channel/0029VajSCJP2Jl8EEDRRKp0F

Analytics Adda

25 Jan, 07:16


I promise, if you can answer these questions, you wonโ€™t fail an interview because of ๐’๐๐‹

๐—•๐—ฎ๐˜€๐—ถ๐—ฐ:

โ†’ What is SQL, and why is it used?
โ†’ What are the different types of SQL statements (DDL, DML, DCL, TCL)?
โ†’ What are primary keys and foreign keys?
โ†’ Explain the difference between WHERE and HAVING clauses.
โ†’ What are SQL constraints? Name and explain the common ones.
โ†’ Explain the difference between INNER JOIN and OUTER JOIN.
โ†’ What is a NULL value in SQL, and how do you handle it?
โ†’ What is the difference between DISTINCT and GROUP BY?
โ†’ What is a UNION in SQL, and how is it different from UNION ALL?

๐—œ๐—ป๐˜๐—ฒ๐—ฟ๐—บ๐—ฒ๐—ฑ๐—ถ๐—ฎ๐˜๐—ฒ:

โ†’ What is a subquery, and how is it used?
โ†’ Explain the difference between correlated and non-correlated subqueries.
โ†’ How do you use CASE statements with aggregation in SQL?
โ†’ How do you use window functions in SQL?
โ†’ What are stored procedures, and how do you create one?
โ†’ What is a trigger, and when would you use it?
โ†’ How do you use the GROUP_CONCAT function?
โ†’ Explain the purpose of the COALESCE function.
โ†’ How do you use the RANK and DENSE_RANK functions?
โ†’ What are SQL transactions, and how do you manage them?
โ†’ Explain isolation levels in SQL and their importance.

๐—”๐—ฑ๐˜ƒ๐—ฎ๐—ป๐—ฐ๐—ฒ๐—ฑ:

โ†’ How do you optimize a slow SQL query?
โ†’ Explain the concept of database normalization.
โ†’ What is denormalization, and when would you use it?
โ†’ What are materialized views, and how do they differ from standard views?
โ†’ How do you implement recursive queries in SQL?
โ†’ What is partitioning in SQL, and how is it useful?
โ†’ How do you analyze a query execution plan?
โ†’ What are common table expressions (CTEs), and how do you use them?
โ†’ How do you design a database schema for scalability?
โ†’ What is the difference between OLTP and OLAP databases?

Analytics Adda

24 Jan, 10:57


JOINS

Definition

Joins in MySQL allow you to retrieve data from two or more tables based on a related column. They are used to combine rows from multiple tables.

Types of Joins

1. INNER JOIN:
- Returns rows where there is a match in both tables.
- Syntax:
            SELECT columns
FROM table1
INNER JOIN table2
ON table1.column = table2.column;


- Example:
            SELECT employees.name, departments.name
FROM employees
INNER JOIN departments
ON employees.department_id = departments.id;


2. LEFT JOIN (OUTER JOIN):
- Returns all rows from the left table and matching rows from the right table. Non-matching rows have NULL.
- Example:
            SELECT employees.name, departments.name
FROM employees
LEFT JOIN departments
ON employees.department_id = departments.id;


3. RIGHT JOIN (OUTER JOIN):
- Returns all rows from the right table and matching rows from the left table. Non-matching rows have NULL.
- Example:
            SELECT employees.name, departments.name
FROM employees
RIGHT JOIN departments
ON employees.department_id = departments.id;


4. FULL OUTER JOIN:
- Returns all rows from both tables, matching where possible. Not natively supported in MySQL, but can be simulated using UNION.
- Example:
            SELECT employees.name, departments.name
FROM employees
LEFT JOIN departments
ON employees.department_id = departments.id

UNION

SELECT employees.name, departments.name
FROM employees
RIGHT JOIN departments
ON employees.department_id = departments.id;


5. CROSS JOIN:
- Returns the Cartesian product of both tables.
- Example:
            SELECT employees.name, departments.name
FROM employees
CROSS JOIN departments;


Interview Questions

1. What is the difference between INNER JOIN and OUTER JOIN?
- INNER JOIN only includes rows with matches in both tables, while OUTER JOIN includes unmatched rows.
2. How can you simulate a FULL OUTER JOIN in MySQL?
- Use UNION of LEFT JOIN and RIGHT JOIN.
3. What is a Cartesian product, and when does it occur?
- A Cartesian product occurs in a CROSS JOIN or when no ON condition is specified, resulting in all possible row combinations.

Analytics Adda

24 Jan, 07:27


๐ŸŒŸ ๐‚๐ก๐จ๐จ๐ฌ๐ข๐ง๐  ๐ญ๐ก๐ž ๐‘๐ข๐ ๐ก๐ญ ๐‚๐ก๐š๐ซ๐ญ ๐Ÿ๐จ๐ซ ๐˜๐จ๐ฎ๐ซ ๐ƒ๐š๐ญ๐š

Data visualization is powerful, but only if you use the right chart! The key is understanding your data and the story you want to tell.

https://www.linkedin.com/feed/update/urn:li:share:7288456500262359040

Do LIKE and REPOST for othersโค๏ธ

Analytics Adda

23 Jan, 14:26


7 Best GitHub Repositories to Break into Data Analytics and Data Science

If you're diving into data science or data analytics, these repositories will give you the edge you need. Check them out:

1๏ธโƒฃ 100-Days-Of-ML-Code
๐Ÿ”— https://github.com/Avik-Jain/100-Days-Of-ML-Code
โญ๏ธ Stars: ~42k

2๏ธโƒฃ awesome-datascience
๐Ÿ”— https://github.com/academic/awesome-datascience
โญ๏ธ Stars: ~22.7k

3๏ธโƒฃ Data-Science-For-Beginners
๐Ÿ”— https://github.com/microsoft/Data-Science-For-Beginners
โญ๏ธ Stars: ~14.5k

4๏ธโƒฃ data-science-interviews
๐Ÿ”— https://github.com/alexeygrigorev/data-science-interviews
โญ๏ธ Stars: ~5.8k

5๏ธโƒฃ Coding and ML System Design
๐Ÿ”— https://github.com/weeeBox/coding-and-ml-system-design
โญ๏ธ Stars: ~3.5k

6๏ธโƒฃ Machine Learning Interviews from MAANG
๐Ÿ”— https://github.com/arunkumarpillai/Machine-Learning-Interviews
โญ๏ธ Stars: ~8.1k

7๏ธโƒฃ data-science-ipython-notebooks
๐Ÿ”— https://github.com/donnemartin/data-science-ipython-notebooks
โญ๏ธ Stars: ~27.2k

Explore these amazing resources and take your data science journey to the next level! ๐Ÿš€
#DataScience #DataAnalytics #GitHub #MachineLearning #CodingSkills

Analytics Adda

23 Jan, 13:10


Accenture is hiring Freshers!
Position: Business New Associate
Qualifications: Any Graduation
Salary: 3.7 - 7 LPA (Expected)
Batch: Recent Batches
Experience: Freshers (0 - 1 Years)
Location: Chennai; Bangalore; Gurgaon, India

๐Ÿ“ŒApply Now:
https://www.accenture.com/in-en/careers/jobdetails?id=AIOC-S01563053_en&title=Business%20Advisory%20New%20Associate

https://www.accenture.com/in-en/careers/jobdetails?id=AIOC-S01563400_en&title=Business%20Advisory%20New%20Associate

https://www.accenture.com/in-en/careers/jobdetails?id=AIOC-S01563565_en&title=Business%20Advisory%20New%20Associate