- Asia’s No. 1 online education platform.
- Ruling in the area of online education for more than two decades.
- Only internationally accredited online university with over 200,000 international students across 135 countries.
- Most preferred online degree by employers and recruiters across the globe.
Why Study Data Science?
- Hottest career option for future. Harvard Business Review, termed it the sexiest job of the 21st century. Wired had famously quipped: “Tell your kids to be data scientists, not doctors.”
- Humongous amount of data being generated by industry. There is a dearth of qualified professionals to make sense of this data.
- A Data Scientist can work in a industry vertical he wants to and is not restricted to any particular sector. You could end up working in business, energy, supply chain,government, or healthcare. Pick what interests you.
- Data is reshaping the landscape for many job roles, without knowledge of data it would be tough to sustain jobs in the future.
Why Amity’s PG Diploma in Data Science?
- You gain a well-rounded foundation and deeper understanding to create solutions using ML & AI.
- You master essential concepts and exceptional skills to train intelligent machines and AI systems effectively.
- You attain practical mastery over a wide range of ML applications in healthcare, retail, financial services and manufacturing industries.
Candidates can complete the 12-months course of study through:
- Recorded video lectures and other study material from faculty with real-world expertise
- Optional contact sessions at Amity Campuses with industry mentors and experts to solve queries and doubts
- Online coursework that includes case studies, mini-projects and assignments
- Hands-on exercises in Python, R and Other Data tools
- Work on real life data sets.
- Capstone Data Science Project to work on practical business cases.
For whom
- Working professionals in IT / Analytics / Statistics / Big Data / Machine Learning
- Fresh graduates from Engineering / Mathematics / IT backgrounds
- Professionals looking to develop skills to do statistical analysis to support decision making
- Final year students completing their graduation on or before December 2019
Eligibility
- BE / B.Tech / BCA / MCA / B.Sc. (Maths) / M.Sc (Maths) with a minimum of 50% aggregate marks is compulsory
- Candidates with Mathematics, Statistics background will be given preference.
- Minimum of two years full-time work experience after graduation or post-graduation is required.
- For meritorious fresher students / Young Professionals (CGPA > 7/10), the work experience will be relaxed on the basis of application.
Course Curriculum12 months | 8 Modules
- Module I – Introduction to Data Science
- Module II – Introduction to Python and R
- Module III – Data Visualization techniques
- Module IV – Machine Learning Basics
- Module V – Machine Learning (Supervised Learning - I)
- Module VI – Machine Learning (UnSupervised Learning - II)
- Clustering
- K-Means
- K Nearest Neighbours
- Association Rule Learning
- Assignment & Case Study
- Dimensionality Reduction
- Need for dimensionality reduction
- Principal Component Analysis (PCA)
- Singular Value Decomposition(SVD)
- T-distributed Stochastic Neighbor Embedding (t-SNE)
- Assignment & Case Study
- Reinforcement Learning
- Markov Decision
- Monte Carlo Prediction
- Assignment & Case Study
- Clustering
- Module VII – Deep Learning
- Module VIII – Big Data Analytics
- 1. Fill up the Application Form
- 2. Screening call from Admission Director's Office basis on Profile
- 3. Final Application to be shared with Admission Committee for final selection
Course Fee: Rs.1,45,000/-
- Learn to make sense of organizational data, develop processes for managing data and use data to inform key business decisions
- Learn how to combine data visualization and predictive models to increase the accuracy of your predictions
- Learn to formulate a business question as a scientific hypothesis that can be tested using statistical methods
- Create and validate regression models that can be used to determine the effect of attributes on a decision and predict likely outcomes
- Gain the expertise to use a wide range of modern statistical tools and software packages like R, Python, Spark, Excel, MySQL,Hadoop
- Learn to do visual analytics with free access to paid software packages like Tableau
Certification
Earn a Certificate of Post Graduate Diploma in Data Science ( PGD-DS) from Amity University.Add the certificate to your CV and improve your job/business prospects
By the end of the PGD-DS program, you will be able to
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Tuesday, 30 October 2018
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