Roadmap to Learn AI


Roadmap to Learn Artificial Intelligence for Everyone from the Beginning.

Roadmap to Learn AI

Opportunity Overview

AI, or artificial intelligence, is increasingly important in today’s world for a variety of reasons. Firstly, it can automate routine and repetitive tasks, which can free up human workers to focus on more complex and creative tasks. Secondly, AI can analyze large amounts of data much faster and more accurately than humans, improving efficiency and allowing organizations to make better decisions. Thirdly, AI can help organizations develop new products, services, and business models that were previously impossible or impractical. Fourthly, AI can personalize experiences for individual users, improving customer satisfaction and engagement. Additionally, AI has the potential to revolutionize healthcare by helping providers diagnose diseases earlier and more accurately, as well as develop more personalized treatment plans. Furthermore, AI can be used to monitor and detect potential safety hazards in real-time, making workplaces and public spaces safer for everyone. Overall, AI has the potential to improve many aspects of our lives and change the way we work, communicate, and interact with the world around us.

 

Roadmap step by step

 

General course

 Basic Mathematics for Machine Learning

Topic

Resource

Estimated Time Required

Direct Link

Linear Algebra

Linear Algebra on Khan Academy

4 weeks

 

Calculus

Calculus on Khan Academy

4 weeks

 

Probability and Statistics

Probability and Statistics on Khan Academy

4 weeks

 

Linear Algebra for ML and data science

Coursera

21 hours

 

Mathematics for ML and Data science specialization

Coursera

3 months

 Programming Language and Data Preprocessing

Topic

Resource

Estimated Time Required

Direct Link

Programming Language (Python)

Python Crash Course

4 weeks

 

Introduction to data science in Python

Coursera

34 hours

 

Data Preprocessing

Data Wrangling with Pandas on DataCamp

4 weeks

Machine Learning Engineer

Topic

Resource

Estimated Time Required

Direct Link

Machine Learning

Applied Machine Specialization on Coursera

3 months

 

    
    
    

 Data Scientist

Topic

Resource

Estimated Time Required

Direct Link

Data Science

Data Science Methodology on Coursera

4 weeks

 

Data Visualization

Data Visualization with Python on DataCamp

4 weeks

 Data Engineer

Topic

Resource

Estimated Time Required

Direct Link

Big Data

Big Data Essentials on Coursera

4 weeks

 

Database Management Systems

Database Management Essentials on Coursera

4 weeks

Artificial Intelligence

Topic

Resource

Estimated Time Required

Direct Link

IBM

Artificial Intelligence on IBM

 6 months

Final Project

Topic

Resource

Estimated Time Required

Direct Link

Final Project

Applied data science Capston

 17 hours

 

 

Another plan to be expert in data science

This is a path for those of you who want to complete the Data Science undergraduate curriculum on your own time, for free, with courses from the best universities in the World.

 

Mentors

Adplist is a platform that connects businesses and organizations with pre-vetted advertising professionals. The platform offers a directory of advertising talent from a variety of backgrounds, including designers, copywriters, strategists, and more. You can get your mentor to start your career. 


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