How to become a Data Scientist for Beginners STEPS 👇 1) Python Programming language 2) R Programming language 3) Version Control System (VCS) : Git & GitHub 4) Data Structures and Algorithms 5) SQL 6) Mathematical concepts (Statistics, Linear Algebra, Calculus, Probability) 7) Data Preprocessing and Visualization (Python libraries --> Pandas, NumPy, Matplotlib, Seaborn) 8) Tableau and PowerBI 9) Machine Learning Three types of ML 👇 (i) Supervised (ii) UnSupervised (iii) ReInforcement (Python libraries for ML --> Tensor flow, PyTorch, Scikit-learn) 10) Deep Learning (for handle Complex data & Image Processing)
How to become a Data Scientist for Beginners
STEPS 👇
1) Python Programming language
2) R Programming language
3) Version Control System (VCS) : Git & GitHub
4) Data Structures and Algorithms
5) SQL
6) Mathematical concepts (Statistics, Linear Algebra, Calculus, Probability)
7) Data Preprocessing and Visualization (Python libraries --> Pandas, NumPy, Matplotlib, Seaborn)
8) Tableau and PowerBI
9) Machine Learning
Three types of ML 👇
(i) Supervised
(ii) UnSupervised
(iii) ReInforcement
(Python libraries for ML --> Tensor flow, PyTorch, Scikit-learn)
10) Deep Learning (for handle Complex data & Image Processing)
Java or mern stack which one is best for future