How I'd Learn Python FAST If I Had to Start Over (complete roadmap)

Опубликовано: 29 Март 2026
на канале: Sundas Khalid
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In this video, I'm breaking down the only Python roadmap you need for data analysis in 2026. Most people fail at learning Python because they try to learn everything at once without a clear path. I'll show you the exact 6 steps to master Python for data work, and more importantly, how to use AI tools like ChatGPT at each stage to learn faster and smarter.

🧠 Learn Python with Google Colab 👉🏼 https://colab.research.google.com/
✍🏻 5 Data Scientist Hands-on Projects https://sklab.io/p/datascience

Chapters
00:02 - The Python learning problem
00:28 - Should you still learn Python?
01:06 - Step 1: Choose your path
03:00 - Step 2: Your setup
04:24 - Step 3: Python fundamentals
06:13 - Intro to Python guide (sponsored)
07:16 - Step 4: Key libraries
09:29 - Step 5: Analytical thinking
11:26 - Step 6: Practice projects
13:26 - Project courses
14:05 - Final thoughts

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Salary Negotiation

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Data Scientist

📊 Data Science Certificate 👉🏼 https://imp.i384100.net/DataScienceCert
🏅 Data Science Bootcamp 👉🏼 http://datacamp.pxf.io/DS
🌍 Data Scientist Bootcamp 👉🏼 https://bit.ly/data-scientist-bootcamp

Data Analyst

1️⃣ Google Data Analytics Certificate 👉🏼 https://imp.i384100.net/GoogleDataCert
2️⃣ Google Advanced Data Analytics Certificate 👉🏼 https://imp.i384100.net/advanced-data...
📈 Data Analyst Certification 👉🏼 http://datacamp.pxf.io/data-analyst_cert
⚡ IBM Data Analytics Certificate 👉🏼 https://imp.i384100.net/ibm-data-analyst
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Product Manager

⚡ AI Product Manager Certification by OpenAI PM (25% off) 👉🏼 https://maven.com/product-faculty/ai-...

Data Engineer

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📊 Meta Data Engineer Certificate 👉🏼 http://imp.i384100.net/meta-dataengineer
⚡ IBM Data Engineer 👉🏼 http://imp.i384100.net/data-engineer

Python

🐍 Python for Everybody 👉🏼 https://imp.i384100.net/PythonSpec
⚡ Intro to Python I 👉🏼 https://datacamp.pxf.io/Python_1
💻 Intro to Python II 👉🏼 https://datacamp.pxf.io/PythonII
🤖 Python for Machine Learning 👉🏼 https://datacamp.pxf.io/ML101

SQL

✨ SQL 101 👉🏼 https://datacamp.pxf.io/SQL101
⚡ SQL Basics for Data Science 👉🏼 https://imp.i384100.net/SQLforDS
📊 SQL Associate Certificate 👉🏼 http://datacamp.pxf.io/SQL-cert
🏅 SQL Bootcamp 👉🏼 https://bit.ly/sql-bootcamps

Machine Learning

🏅 Machine Learning Bootcamp 👉🏼 https://bit.ly/machine-learning-atoz
⚙️ Machine Learning Specialization 👉🏼 https://imp.i384100.net/ML
⚡ Deep Learning 👉🏼 https://imp.i384100.net/deeplearning
⚙️ AI Engineer Certificate https://imp.i384100.net/AI

Statistics

⚙️ Intro to Stats for Data Science 👉🏼 https://datacamp.pxf.io/Stats101
📑 Intro to Statistics 👉🏼 https://imp.i384100.net/Stats

EXCEL

🎨 Excel for Data Analysis 👉🏼 https://imp.i384100.net/Excel
✍️ Excel 101 👉🏼 https://datacamp.pxf.io/Excel101

MY FAVORITE TOOLS

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