Learning path are the actual Matrix Degree program
Anyone who is really interested to become a data scientist or machine learning engineer. Check the Reality for more information 😊
- People who understood concepts in Mathematics
- Probability (Bayes theorem, Dice problems)
- Statistics (Mean, Median, Mode, Distribution)
- Linear Algebra (Vectors, Matrix)
- People who have experience in Database & Visualization of Data
- People who live to do analytics on everything they think and want to automate stuff in real life 😅
- People who are passionate to experience new things
- People who want to go beyond themselves (Tamil: riskelam engaluku rusk sapdamathiri 😂)
- People who have lot of patience and determination for atleast 1 to 1 and half years to attain productive level skills
- NO is my ideal answer. But its all depends on your will power
- If you have a stable job and want to enhance your skill set in a more free way (around next 2 years), YES, this course is for you
- I would recommend more easier path first to change your career and then pursue this, since this is become more and more complicated once we enter into hardcore mathematical world
- Other options I would recommend are,
- Front end development
- Backend development
- Mobile development
- UI/UX designer
- We are working on it. Will update very soon 🙏
- Machine with any OS (preferably Ubuntu or Mac)
- Atleast 4GB RAM
Courses are subjects to a Learning Path
- Introduction to python (material) or Programming Foundations with Python (udacity)
- Introduction to computer science (udacity)
- Intro to Descriptive Statistics (udacity)
- Intro to Inferential Statistics (udacity)
- Linear Algebra (udacity)
- Data structures & Algorithms (material)
- Introduction to Data Science (udacity)
- Introduction to Machine Learning (udacity)
- Machine Learning (coursera)
- Reinforcement Learning
- Deep Learning (udacity)
- Udacity
- Coursera (Machine Learning by Andrew Ng)
- Khan Academy (Youtube Videos)
- Data camp free resources - link