Medium of instruction: | English |
While our text analytics session takes on the world of unstructured data, there’s another form of unstructured data that often goes unnoticed. Audio, photo and video data are notoriously difficult to analyze with traditional statistical methods.
For instance, if you wanted to build face recognition software, how do you train your computer to find a face? How does a computer read human handwriting? How do you build a car that drives itself?
For these problems and many more, machine learning is becoming increasingly the default solution. Very few people on the planet take on such high levels of expertise to be able to create machine learning algorithms and are employed by the biggest companies you hear of.
LinkedIn, Google, Yahoo, Twitter and many other big brands hire top notch talent for their machine learning skills. A fair warning though, you will be challenged intensely in the 8 hour program. Take this course for one of two reasons:
-
“I want to know what the whole fuss is about, but I don’t necessarily plan to actually do it myself.”
-
I’m keen on pushing past the standard mass market skill set of most analysts in today’s industry
In the session, we will be exploring topics mentioned here and other lesser known concepts.
-
The learning problem
-
Landscape of application and problem areas
-
Learning algorithms: random forest, support vector machines, gradient boosting models amongst other.
-
Process workflow: data col lection, cleaning, processing and manipulation
-
In class project: Build an algorithm than can identify human handwriting with error rates of 1 in 1000.
Classroom - Regular | ||||
When | Duration | Where | Remarks | Price |
Not Specified | Not Specified | All Venues | Not Specified |
INR 5,000 Per Course (Taxes As Applicable) |
Analytics Training Institute
The education arm of Redwood Associates is a pioneer in personal analytics education and has trained close to 10,000 individuals over the last 5 years. At ATI we believe that every individual and organization can be trained to take smarter decisions with the help of analytics and our suite of courses help people across the globe to do just that.
Redwood Associates is an Analytics firm committed to developing intellectual property that helps every Individual take smarter decisions in the interest of the family and Organizations in the interests of the business.
We are a team of bright and dedicated techno- analysts with a passion to
Empower: The power of Analytics in its universality is second to none! Our vision is to empower every individual and Organization on this planet with this power, to enable them to make smarter decisions. We envision a world where every Organization has an analytically driven decision making culture, every Government has an analytical backend justifying every policy and change introduced and finally every Individual leading a fulfilled, hassle free life as a direct result of analytically driven decisions.
Innovate: We build techno- analytic solutions that help simplify every day decisions for both individuals and organization using analytical algorithms in the backend. Our first product provides a platform to Job Seekers to express themselves and for Corporates to assess and find the best candidate. With the advancement in technology and abundance of data, we believe that every individual has a right to find a job that they are best suited to and every HR has a right to hire a candidate best suited to their company.