Training Resources

An e-learning and professional certification company for software developers, IT administrators, and other professionals, headquartered in Bangalore, India. Intellipaat offers more than 150 courses on skills like Big Data, Data Science, Business Intelligence, AI, Blockchain and Cloud Computing. Intellipaat conducts corporate training programmes for clients including Ericsson, Genpact, Wipro, Cognizant and TCS, and has trained more than 7,00,000 professionals.

A variety of for-fee Big Data courses

Resources for practitioners in Big Data using Intel® platforms.

Great breakdown of data sets into categories. Don’t get stuck figuring out what can be analyzed.

Twenty-nine resources, mostly in the form of tutorials, covering most important topics in data science.

A useful walk through a data science learning journey, complete with course recommendations! Advice for young professionals in non-CS field who wants to learn and contribute to data science/machine learning. Curated from personal experience.

Data capture, management, and analysis builds a bridge between design, user experience, and business relevance.

Take Machine Learning to the next level

This course provides a broad introduction to machine learning and statistical pattern recognition. Topics include: supervised learning (generative/discriminative learning, parametric/non-parametric learning, neural networks, support vector machines); unsupervised learning (clustering, dimensionality reduction, kernel methods); learning theory (bias/variance tradeoffs; VC theory; large margins); reinforcement learning and adaptive control. The course will also discuss recent applications of machine learning, such as to robotic control, data mining, autonomous navigation, bioinformatics, speech recognition, and text and web data processing.

 

This learning series explores an innovative business model that leverages big data to help consumers who are invisible to lenders to gain access to credit. Find out how Big Data, Small Credit can help consumers to improve their lives, financial service providers to open new markets, and emerging markets to bolster their economies.

Here are links dealing with the internal workings of eBay’s search engine, data, and architecture.

Sharpen your machine learning skills and create the future of artificial intelligence

• A primer on how to become a data scientist (including language translation options)
• NervanaSystems/Neon on GitHub
• Intel® Nervana™ Reference Deep Learning Framework

 

The Women in Big Data Forum, in partnership with the Linux foundation, is giving out limited complimentary codes for the following courses:

Deadline to register using the complimentary code is September 30, 2017. If you are interested to get a code to register for a course, please contact shala.arshi@intel.com. (Note: one code is good for one course only. Codes are valid only courses only (not valid on course + certification bundle). Happy learning.

Analytics, Big Data, and Data Science Courses. Your awesome career in Data Science and Data Engineering starts here.

Boost your career with online courses taught by industry experts. Courses are available on a range of topics, including computer science, economics, statistics, math and more. Languages, including Python and R, are taught in classes starting at the beginner level (knowledge of basic statistics recommended). Special offer for Women in Big Data Forum members:

Materials from August 2016 meetup