- Ramazan2023-Data Science with Python Batch
- What will you learn in this course:
- Who is this course for:
- Resources, Books and Blogs Links:
- Important note:
- 1. Pehla Roza
- 2. Dusra Roza
- 3. Teesra Roza
- 4. Chautha Roza
- 5. 5th Roza
- 6. 6th Roza
- 7. 7th Roza
- 8. 8th Roza
- 9. 9th Roza
- 10. 10th Roza
- 11. 11th Roza
- 12. 12th Roza
- 13. 13th Roza
- 14. 14th Roza
- 15. 15th Roza - Doing EDA in Python
- 16. 16th Roza- Step by Step EDA on Big Dataset (1/4)
- 17. 17th Roza- Step by Step EDA on Big Dataset (2/4)
- 18. 18th Roza- Step by Step EDA on Big Dataset (3/4)
- 19. 19th Roza- Step by Step EDA on Big Dataset (4/4)
- 20. 20th Roza- Practice on EDA analysis on your Dataset
- 21. 21st Roza- Practice on EDA analysis on your Dataset by revising previous lectures
- 22. 22nd Roza- Mathematics for Data Science
- 23. 23rd Roza- Practice
- 24. 24th Roza- Question Answers and Details of ROADmap
- Bonus courses
- Information about the instructor:
- Introduction to Data Science
- Python Programming
- Mathematics for Data Science
- Statistics for Data Science
- Basic concepts of Data science in Python
- Jupyter Notebooks
- How to find a job in Data Science?
- How to make your social media profile attractive for recruiters?
- Exlporatory Data Analysis
- Baisc to Advance Data Visualization in Python
- Storry telling with Data
- Anyone who wants to learn Data Science
- Ap ko urdu bolni ati ho?
- Koi basic knowldge nahi chahyeay hy ap ko Data Science seekhnay k liay
- Ap rozana k 2-3 hours den gay tu acha seekhen gay
- Ap rozana k 3-4 hours den gay tu bht acha seekhen gay
- Follow karen gay hamaray har lecture ko tu aik mah main ap advance level per puhanch jayen gay coding ki In Sha Allah
- No age limit fo this course
Mathematics for Data Science ki ye playlist ap ne regular basis per dekhtay jani hy, rozana ham 2-3 lectures upload karen gay, ye is course ka main hissa hy, Mathematics with codanics playlist link.
Pehlay lectrue maine ham ne seekha k Python kia hta hy? Data Science kia hta hy? and kis tarah ap Data Science k sath sath apni career bhi bana saktay hain.
Click this image to watch the lecture or here is the lecture link:
Dusray lectrue maine ham seekhen gay k Data kia hta hy and also:
- Primary vs. secondary data
- Structured vs. unstructured data
- Data types
- Categorical vs. numerical
- Qualitative vs. quantitative
- Nominative vs. ordinal
- Discrete vs. continuous
Python ko seekhnay se pehlay usay install karna zaroori hy or yahan ham 2 software install karen gay:
1. Python form this link
2. VScode (Vidual Studio Code) from this link\
Urdu main ham ne in software ko install krne ka tareeqa bhi bta dea hy, neechay image per click kar k video dekh saktay hyn.
Is video main hame dekhen gay k ap ne installation k baad first line of code kaisay likhni hy
Lecture ko Urdu video main sunnay k liay is imagae per click karen
Python Programming (Python-101) by clicking on this:
Revise this lecture and finish this asap.
Python Programming (Python-101) by clicking on this:
Click here to watch the lecture:
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Practice on the basic concepts of Data Science with another perspective with R programming.
Click here to watch the lecture:
Click here to watch the lecture:
Assignment: Do the same steps on
TitanicDataset by loadingsns.load_dataset("titanic").
Read the following and practice on the basic concepts of using pandas library to deal with the data.
Click here to watch and practice from website:
Click here to watch the link and practice
Practice in Markdown and here is the link to the lecture:
Click here to watch the lecture:
Aaj k is lecture main ham aik dataset k oper EDA analysis karen gay.
Click here to watch and practice from website:
Exploratory data analysis is a very important part of data science. It is the process of analyzing the data to understand the data. It is also known as the exploratory data analysis or EDA, or Data ko soonghna.
Steps of EDA in python:
- Import the required libraries.
- Import the dataset.
- Understand the data.
- Perform EDA.
- Visualize the data.
- Conclusion.
Itna b asan nahi hy, aaj k is lecture main ham aik dataset k oper EDA analysis karen gay.
Click here to watch the lecture:
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Is main ham poora EDA bnana seekhen gay In sha Allah
Click here to watch the lecture:
Click here to Join the discord Channel Data Science ka Yoga:
You can join the following Discord channel to practice with the team:
You can also watch the following playlist to practice statistics for Data Science.
Click here to watch the lectures:
You can learn Mathematics for Data Science from following playlist, which will be necesaary for your growth in Data Science filed.
Click here to watch the lectures:\
Practice on EDA Analysis with previous lectrues
Click here to watch the lectures:
The whole python ka chilla 2023 for data science (Free main) is at this link
Dr. Muhammad Aammar Tufail
PhD Data Science in Agriculture
For any query
contact: aammar@codanics.com