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- 89% Effective Data Science: Delivering Impact & Value End-to-End

Effective Data Science: Delivering Impact & Value End-to-End

$9.99Track price

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8.1/10 (Our Score)
Product is rated as #252 in category Data Science

Existing education for data science (i.e., traditional programs and MOOCs) largely focus on the technical skills and tends to neglect the softer skills in the context of data science required for effectiveness. To address this gap, this course was created with the intent of educating data science professionals on how to be more effective.

The course is designed and structured with the adult online learner in mind, and developed based on current research in Adult Learning Theory and best practices in online education.

The course has three main sections:

Skills Assessment

What is your current skill level?

What are your existing gaps?

Which skills should you focus on?

Suggested Skills

Communication

Finding and refining use cases

Project management

Design and quality code

Continuous Learning

Finding expert mentors

Planning and doing projects

Each main section will also have simple exercises to provide opportunities for practice this is where most of your learning will come from.

The course has a pre–planned curriculum to guide you. You can use the proposed flow and to go through the lectures and do the exercises. Alternatively, you can choose to focus on targeted areas to personalise your learning.

Note: This course will require significant drive and effort for the duration of the course, but will pay immense dividends in the long run.

Instructor Details

I am an end-to-end data scientist who is also involved in big data engineering and putting data/machine learning products into production. My mission is to use data to create positive impact and improve lives. Experience includes multiple industries and projects such as supply chain, fraud detection, workforce analytics, e-commerce, and healthcare. I commonly use technologies from the Hadoop ecosystem (e.g., Hive, Spark) and the Python ML stack (e.g., sklearn, PyTorch, TensorFlow). Data products I've built with measurable results include: Ranking system (Scala, Spark, Python) to sort product display order, increasing conversion by 5-8% and revenue per session by 15-20% Product and review classification APIs (Python) with >90% precision and recall that reduced manual effort by 95% and cost by 50% Search Intent API (Scala, Spark, Python) to classify user search intent based on search terms, improving click-thru rate by 3-5% Push notification system (Scala, Spark, TensorFlow) to send smarter notifications that improved open-rate by 2-10% I am happy to share my passion and knowledge of data science, and have done so by facilitating for the Johns Hopkins Data Science Specialization, and sharing with graduate students (e.g., INSEAD, SMU, NUS, NTU) and entrepreneurs (e.g., Growth Hacking Asia). I've also shared about my work at tech conferences (e.g., Strata x Hadoop, Big Data & Analytics Innovation Summit, etc.) Outside of work, I pursue my mission as: Builder and writer at datagene dot io, a set of data science APIs, blogs, and online courses. Organiser for DataScience SG, a community of over 7,000 data science professionals Volunteer for DataKind SG and helping NGOs tackle problems through data science Continuous learner of new technology and data science techniques

Specification: Effective Data Science: Delivering Impact & Value End-to-End

Duration

2 hours

Year

2018

Level

Intermediate

Certificate

Yes

Quizzes

No

8 reviews for Effective Data Science: Delivering Impact & Value End-to-End

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  1. Yassir Amri

    Great course! I’ve some experience in data science but this really opened my eyes to how much further I could push myself. Thank you for sharing this!

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  2. Nitin Jain

    I felt its not related to data science…

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  3. Chunki Fong

    Great lessons in applying data science that you will not come across at work day to day. Wish I took this earlier.

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  4. Foster Smith

    As a beginner, this course and its method of teaching has opened a new window to the world of data science and the key aspects needed to be successful. Great job with the content. Thank you very much.

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  5. Louis Song

    This course was very informative. However, I did not feel like I got enough chances to practice the skills I saw demonstrated, I wished there were more exercises and examples that we could work on. Would have liked to see a capstone project that brings all the skills thought together.

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  6. Snehapriya De Vito

    Only a few videos into this course and I’m loving it so far. Wished I had found this course sooner.

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  7. Stanley Mak

    Insightful lessons from an experienced practitioner

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  8. Yang Ming

    Good course! Wish there was more material teaching on how to apply data science skills effectively though.

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    Effective Data Science: Delivering Impact & Value End-to-End
    Effective Data Science: Delivering Impact & Value End-to-End

    $9.99

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