I want to learn data science using R, Python, machine learning etc. Anyone who can send me the links for these training courses (up to 6 months) that are legitimate and can be accepted in USA?
In the realm of data science education within the USA as per my knowledge and opinion, two certifications distinctly stand out for you: The Data Science Council of America's (DASCA) Principle Data Scientist (PDS) and the Open Certified Data Scientist (Open CDS). DASCA's PDS, while demanding extensive experience and, in certain tracks, a master's degree, delves into advanced topics, providing a robust foundation in high-level analysis and technology. In contrast, the Open CDS forgoes traditional coursework in favor of an application and board review, tailoring certification to an individual's experience and expertise. Both credentials are perpetual, negating the need for renewals, and carry substantial weight in the professional landscape. For those seeking comprehensive training with lasting recognition in the USA, these certifications come highly recommended.
You can find paid certificate courses in data science in the USA from reputable platforms like Coursera, edX, Udacity, DataCamp, Harvard Extension School, UC Berkeley Extension, General Assembly, LinkedIn Learning, Columbia Engineering, and IBM. These platforms offer courses in Python, R, machine learning, and more. Before enrolling, research the courses that suit your goals, check for prerequisites, and ensure the legitimacy of the program.
Certainly, there are many legitimate and reputable online platforms to learn data science, R, Python, machine learning, and related topics. Here are some well-known platforms that offer courses accepted in the USA:
Coursera (www.coursera.org): Coursera offers a wide range of data science and machine learning courses, including those from top universities like Stanford and the University of Michigan.
edX (www.edx.org): edX provides access to courses from institutions like MIT, Harvard, and UC Berkeley. They offer professional certificate programs in data science.
Udacity (www.udacity.com): Udacity offers Data Analyst Nanodegree and Machine Learning Engineer Nanodegree programs that are highly regarded.
DataCamp (www.datacamp.com): DataCamp specializes in data science and offers hands-on courses in R and Python for data analysis, machine learning, and more.
Coursera's IBM Data Science Professional Certificate: IBM offers This program on Coursera and covers various data science topics. It is recognized and respected in the industry.
Fast.ai (www.fast.ai): Fast.ai provides free deep learning courses that are practical and highly regarded in the machine learning community.
Kaggle (www.kaggle.com): Kaggle offers free courses and datasets for machine learning and data science. They also host competitions that can help you apply your skills.
LinkedIn Learning (www.linkedin.com/learning): LinkedIn Learning has a variety of courses in data science and machine learning that can be completed in your own time.
Harvard's CS50's Introduction to Artificial Intelligence with Python: Offered on edX, this is an excellent introduction to AI and Python.
Stanford Online (online.stanford.edu): Stanford University offers online machine learning and artificial intelligence courses.