What what we should know and have as prerequisite to make a data-analytics with python

Question

Please I need more information

Answer 1

Learn high school math. And so, many libraries have already been created to simplify your life.

Answer 2

Essential Knowledge Prerequisites
Basic Python Programming

Data types (lists, dictionaries, strings, etc.)
Loops, conditionals, and functions
Error handling (try-except blocks)
Fundamentals of Statistics
Mean, median, mode
Standard deviation, correlation, distributions
Basic probability and hypothesis testing
Understanding of Data Structures
Arrays, data frames, and how data is stored and accessed
Basic Math/Linear Algebra
Especially for understanding algorithms and transformations
Problem-Solving & Analytical Thinking
Ability to interpret raw data and think critically
Tools & Libraries to Know
Python Libraries:
Pandas – for data manipulation
NumPy – for numerical operations
Matplotlib / Seaborn – for data visualization
Scikit-learn – for basic machine learning
Jupyter Notebook – for interactive analysis
IDE or Environment:
Jupyter Notebook, VS Code, or Google Colab
Data Sources Knowledge:
Understand how to access data from CSVs, APIs, or SQL databases
Version Control (optional but useful):
Basic Git/GitHub for tracking and sharing your work