Project Description
Data Science
Internship Training Programme Data Science
Course ID – GKA-065
Set out on a structured path to build an International Career in Data Science.
Online Training + Online Internship
Work on live-data sets from these companies and more – AMAZON , GOOGLE , NETFLIX , NYSE , IBM
Through training and real, hands-on work – develop Skills, build Confidence and gain Competency in:
Python, Flask, Algorithms and Data Structures, Machine Learning, NLP, REST, Clouds, Git, Data Scraping
This unique online Internship Programme with live mentoring sessions is designed for those who wish to make a successful career in the field of Data Science.This is not a course, there are no theory classes.
Participants are given increasingly difficult, weekly tasks in the form of unique data science problems using live data sets that they solve under the able guidance of an International Mentor, while working with fellow interns from different countries.
Programme Objectives
Develop such a level of competency in participants that they can apply for paid freelance opportunies in Data Science and hence, take the first steps towards building a successful career in the field.
This Internship Programme along with the freelance projects would help parcipants build a strong profile and gain experience that would help them enter the world of Data Science.
Live Mentor Hours
4 weeks – 24+ hours
8 weeks – 48+ hours
10 weeks – 60+ hours
Live Projects
4 weeks – 3 projects
8 weeks – 6 projects
10 weeks – 8 projects
Industry Expert Session
4 weeks – 1 session
8 weeks – 3 sessions
10 weeks – 4 sessions
Learning Highlights
- Learn about Real-world Machine Learning & the Challenges (look beyond just fit and predict).
- Build Strong Fundamentals – Derive Logistic Regression equation; Understand cross validation; Why is one hot encoding required? Non-Parametric Models (Trees) vs Parametric models; How nonlinearity works? What are vanishing gradients? What is the difference between Generave and Discriminave models? What is curse of dimensionality? and more
- Solve unstructured text conundrums, tf-idf, word-vector embeddings, and more
- Solve interesting problems using a variety of interesting structured and unstructured datasets. For example, create topic models for an openAirbnb dataset and then rank the clusters
- In light of rapid advancements in Auto-ML, get movated to learn, unlearn and re-learn. Guidance and Help with picking up complementary skills like Search, Distributed Systems, Real Time Analytics, Machine Learning on Cloud, DevOps in Data Science, Machine Learning in production and more
- Exclusive interacve session with a reputed Data Scientist from the Industry
- What to expect in Data Science interviews?
- Handouts (Ureka Notes & Videos) helpful to solve the internship task for the week
- Team Exercises and Collaborave Work throughout the internship
- Soft skills for Data Science professionals
Data Science
Internship Training Programme Data Science
Course ID – GKA-065
Set out on a structured path to build an International Career in Data Science.
Online Training + Online Internship
Entry Requirement
The programme is available in two options for the following candidates
A. 4 weeks – Only for those with strong Python skills and intermediate level familiarity with Data Science tools and concepts.
B. 8 weeks – This is the recommended programme for all participants and is available for both:
a. Those who have python skills but no Data Science background but yet are serious about making a career in the field.
b. Those with no python skills. The first three weeks of the programme are spent in learning Python and the balance five weeks on developing Data Science skills
Mentor
- Ureka Mentor – ex GE, Microsoft
Yavar Husain is an award winning Data Scientist having more that 16 years of extensive international experience with some of the best and biggest corporate names in the industry like GE, Microsoft, IBM and Computer Associates (CA).
His expertise is in designing Algorithms and constructing Data Structures for Search, Machine Learning & Natural Language Processing for heterogeneous datasets – Large-scale Web Search, Unstructured Text, Manufacturing, Time Series, News, Resumes/Jobs, Insurance & Aviation.
Yavar worked as a Lead Data Scienst at General Electric Research where he was involved in Research & Development of Industrial Natural Language Processing Algorithms for GE Power Answer Center & was also a part of GE Smelter Center of excellence where he contributed towards building Virtual sensors for Aluminium of Greece (World’s first successful Smelting Artificial Intelligence implementation). For his work at GE, Yavar received several awards including the coveted Head of GE Research Annual Award for contributions in Text Mining & Search. In his role as a Lead Data Scientist, Yavar had also led, mentored & inspired several junior data sciensts and interns from prestigious universities.
Data Science
Internship Training Programme Data Science
Course ID – GKA-065
Set out on a structured path to build an International Career in Data Science.
Online Training + Online Internship
Duration and Cost
4 Weeks – $250/-
8 Weeks – $490/-
10 Weeks – $675/-
Data Science
Internship Training Programme Data Science
Course ID – GKA-065
Set out on a structured path to build an International Career in Data Science.
Online Training + Online Internship
Program Brochure
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