Studyportals
Pre-Master Online

Small Datasets in Machine Learning Udacity

Highlights
Tuition fee
127 USD / module
127 USD / module
127 USD / module
Unknown
Tuition fee
127 USD / module
127 USD / module
127 USD / module
Unknown
Duration
1 days
Duration
1 days
Apply date
Anytime
Unknown
Apply date
Anytime
Unknown
Start date
Anytime
Unknown
Start date
Anytime
Unknown
Taught in
English
Taught in
English

About

This learning journey is designed to provide a comprehensive understanding of machine learning models and techniques specifically tailored for small datasets. You'll learn how to effectively utilize small datasets to build powerful models while avoiding common pitfalls associated with data scarcity.  The Small Datasets in Machine Learning program is offered by the Udacity.

Overview

We'll cover methodologies and practical applications, allowing you to develop a strong foundation in machine learning techniques that apply to small dataset problems so you can successfully apply these techniques in your projects. The Small Datasets in Machine Learning program is offered by the Udacity.

Skills you'll learn:

  • Transfer learning 
  • Variational autoencoders

Programme Structure

Courses include:

  • Machine Learning Techniques for Small Data
  • Transfer Learning and Small Data Problems
  • Synthetic Data and Small Data Problems
  • Project: Transfer Learning and Data Generation Solutions

Key information

Duration

  • Part-time
    • 1 days

Start dates & application deadlines

You can apply for and start this programme anytime.

Language

English

Delivered

Online

Campus Location

  • Mountain View, United States

What students do after studying

Join for free or log in to access our complete career info list.

Academic requirements

We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.

English requirements

We are not aware of any English requirements for this programme.

Other requirements

General requirements

  • Probability and statistics 
  • Intermediate Python 
  • Basic machine learning

Tuition Fees

Tuition fees are shown in and the most likely applicable fee is shown based on your nationality.

  • International

    Non-residents
    127 USD / module
    ≈ 127 USD / module
  • Out-of-State
    127 USD / module
    ≈ 127 USD / module

  • Domestic

    In-State
    127 USD / module
    ≈ 127 USD / module

Additional Details

  • $127 - Monthly Subscription - Unlimited access to all Udacity programs, skills and projects

Funding

Studyportals Student Grant
Win a €10000 Scholarship! Deadline: 30 June 2020

Embark on your journey with the Studyportals Scholarship! We're giving away a total of 20,000 euros to help you achieve your dream of studying abroad.

Studyportals Student Grant
Win a €10000 Scholarship! Deadline: 30 June 2020

Embark on your journey with the Studyportals Scholarship! We're giving away a total of 20,000 euros to help you achieve your dream of studying abroad.

In order for us to give you accurate scholarship information, we ask that you please confirm a few details and create an account with us.

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Scholarships Information

Below you will find Master's scholarship opportunities for Small Datasets in Machine Learning.

Available Scholarships

You are eligible to apply for these scholarships but a selection process will still be applied by the provider.

Independent provider
Grant
20000 USD
Deadline
Not specified
Top-Up Scholarship
Need-based

Read more about eligibility

Education USA
Location not available
Independent provider
Grant
Various benefits
Deadline
18 Dec 2026
Klein Family Scholarship

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Education USA
Location not available
Independent provider
Grant
250000 INR
Deadline
31 May 2026
GyanDhan Scholarship
Merit-based

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GyanDhan
Location not available
Independent provider
Grant
Various benefits
Deadline
07 Oct 2026
Fulbright U.S. Student Program

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U.S. government
Location not available
Independent provider
Grant
Various benefits
Deadline
Not specified
Other Scholarships For Graduate Students

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Education USA
Location not available
Independent provider
Grant
Various benefits
Deadline
Not specified
Stipendium Peregrinum

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Education USA
Location not available
Independent provider
Grant
72000 USD
Deadline
31 Oct 2026
Belgian American Educational Foundation (BAEF)

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The Belgian American Educational Foundation
Location not available
Independent provider
Grant
33600 EUR
Deadline
01 Jul 2026
Mundus MAPP EMJM Scholarship
Merit-based

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Mundus MAPP
Location not available
Independent provider
Grant
25600 USD
Deadline
Not specified
Next 100 (Kitas 100)

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Government of the Republic of Lithuania
Location not available
Independent provider
Grant
7000000 KRW
Deadline
Not specified
Overseas Exchange Scholarship Program Of Mirae Asset Park Hyeon Joo Foundation

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Education USA
Location not available
Independent provider
Grant
20000 USD
Deadline
31 Mar 2027
Thanks To Scandinavia Grants To Danish Students

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Education USA
Location not available
Independent provider
Grant
Various benefits
Deadline
31 Jul 2026
Onsi Sawiris Scholarship Program - Undergraduate Degree
Merit-based

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Onsi Sawiris Scholarship
Location not available
Independent provider
Grant
40000 AUD
Deadline
30 Sep 2026
Veterans’ Fund Indigenous Scholarships
Merit-based

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American Australian Association (AAA)
Location not available
Independent provider
Grant
Various benefits
Deadline
Not specified
The Fulbright Program

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Education USA
Location not available
Independent provider
Grant
40000 AUD
Deadline
30 Apr 2026
Veterans’ Fund Graduate Scholarships
Merit-based

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American Australian Association (AAA)
Location not available
Independent provider
Grant
Various benefits
Deadline
31 Jan 2027
Bakala Foundation Scholarship Program
Merit-based

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Education USA
Location not available
Independent provider
Grant
Various benefits
Deadline
Not specified
Becas La Caixa

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Education USA
Location not available
Independent provider
Grant
38000 GBP
Deadline
16 Sep 2026
Marshall Scholarships

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The Association of Commonwealth Universities
Location not available
Independent provider
Grant
Various benefits
Deadline
01 Sep 2026
Fulbright Award For Postgraduate Study

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Education USA
Location not available
Independent provider
Grant
40000 USD
Deadline
30 Sep 2026
Study Abroad Graduate Scholarships of Chungcheongnam-do

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Education USA
Location not available
Independent provider
Grant
30000 USD
Deadline
Not specified
International Education Center's Study Abroad Programs

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Education USA
Location not available
Independent provider
Grant
Various benefits
Deadline
31 Jul 2026
Onsi Sawiris Scholarship Program - Graduate Degree
Merit-based

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Onsi Sawiris Scholarship
Location not available
Independent provider
Grant
Various benefits
Deadline
Not specified
Crown Prince International Scholarship Program (CPISP)

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Education USA
Location not available
Independent provider
Grant
50000 USD
Deadline
Not specified
Beca De Excelencia Rafael Del Pino

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Education USA
Location not available
Independent provider
Grant
16800 USD
Deadline
01 Oct 2026
German Academic Exchange Service -Scholarships for Exchange Programs

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Education USA
Location not available
Independent provider
Grant
Various benefits
Deadline
15 Dec 2026
Hong Kong Schools Alumni Federation Scholarship
Need-based

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Education USA
Location not available
Independent provider
Grant
Various benefits
Deadline
Not specified
Fondos En Administración - ICETEX

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Education USA
Location not available
Independent provider
Grant
300000 HKD
Deadline
30 Sep 2026
Sir Edward Youde Memorial Fellowships For Overseas Studies

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Sir Edward Youde Memorial Fund
Location not available
Independent provider
Grant
20000 USD
Deadline
01 Jun 2026
Global Ambassadors Scholarship
Merit-based

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Education USA
Location not available
Independent provider
Grant
332500 USD
Deadline
31 May 2026
Study Abroad Graudate Scholarships Of SBS Foundation

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Education USA
Location not available
Independent provider
Grant
5000 USD
Deadline
31 Jul 2026
Udaan India Scholarship

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MPOWER Financing
Location not available
Independent provider
Grant
Various benefits
Deadline
Not specified
FULBRIGHT

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Education USA
Location not available
Independent provider
Grant
300000 HKD
Deadline
31 Dec 2026
Hong Kong Scholarship For Excellence Scheme
Merit-based

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Education USA
Location not available
Independent provider
Grant
Various benefits
Deadline
01 Nov 2026
Fulbright-Masaryk Award

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Education USA
Location not available
Independent provider
Grant
Various benefits
Deadline
Not specified
Azerbaijan Youth Foundation Scholarship

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Education USA
Location not available
Independent provider
Grant
30000 USD
Deadline
Not specified
Baltic American Freedom Foundation Scholarships

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Education USA
Location not available
Independent provider
Grant
28000 USD
Deadline
Anytime
Hagop Bogigian Scholarship

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Education USA
Location not available
Independent provider
Grant
33600 USD
Deadline
01 Oct 2026
German Academic Exchange Service - Scholarships For Graduate Studies

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DAAD
Location not available
Independent provider
Grant
1000 USD
Deadline
11 May 2026
Difference Makers Scholarship
Merit-based

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Brandon Wong & Associates
Location not available
Independent provider
Grant
2500 USD
Deadline
31 Jul 2026
Phillips Law Firm A Second Chance Scholarship

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Phillips Law Firm
Location not available
Independent provider
Grant
2500 USD
Deadline
15 Jul 2026
O’Connor, Parsons, Lane & Noble Medical Malpractice Advocacy Scholarship
Merit-based

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O’Connor, Parsons, Lane & Noble
Location not available
Independent provider
Grant
30000 CZK
Deadline
30 Jun 2026
Olomouc Region Study Scholarship

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Education USA
Location not available
Independent provider
Grant
1000 USD
Deadline
31 May 2026
National Parent Volunteer Association Scholarships
Merit-based

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The National Parent Volunteer Association
Location not available
Independent provider
Grant
1000 USD
Deadline
15 Jun 2026
Hoggatt Injury Law Children of Injured Workers Scholarship
Need-based

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HOGGATT Injury Law
Location not available
Independent provider
Grant
5000 USD
Deadline
30 Jun 2026
Korean American Scholarship Foundation

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The Korean American Scholarship Foundation (KASF)
Location not available
Independent provider
Grant
5000 USD
Deadline
15 May 2026
Deana and Paul Strunk Military Veterans Scholarship
Merit-based

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American Association of Petroleum Geologists Foundation
Location not available
Independent provider
Grant
1000 CAD
Deadline
31 May 2026
Digital Excellence Academic Scholarship
Merit-based

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iGotcha Media
Location not available
Independent provider
Grant
1000 USD
Deadline
31 Dec 2026
College JumpStart Love of Learning Scholarship
Merit-based

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College JumpStart Scholarship
Location not available
Independent provider
Grant
5000 EUR
Deadline
30 Jun 2026
Tatra Banka Scholarship

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Education USA
Location not available
Independent provider
Grant
1000 USD
Deadline
29 Jun 2026
Elite Lawyer Scholarship
Merit-based

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Elite Lawyer
Location not available
Independent provider
Grant
1500 USD
Deadline
28 Sep 2026
Uplifting Communities Scholarship
Merit-based

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The Law Office of Donald L. Bell
Location not available
Independent provider
Grant
1250 USD
Deadline
15 Jun 2026
Dixie Belle Paint Company Scholarship
Merit-based

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Dixie Belle Paint Company
Location not available
Independent provider
Grant
1000 USD
Deadline
14 Sep 2026
Attorney Ambitions Scholarship
Merit-based

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Robinson Law
Location not available
Independent provider
Grant
1000 USD
Deadline
03 Jun 2026
Dedicated Volunteer Scholarship
Merit-based

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Rob Henley of Henley & Henley, Attorneys at Law
Location not available
Independent provider
Grant
1000 USD
Deadline
Not specified
Sejong Scholarship Foundation Of America

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Sejong Scholarship Foundation in America
Location not available
Independent provider
Grant
12500 USD
Deadline
15 Dec 2026
International Peace Scholarship Fund
Need-based

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The International Peace Scholarship Fund
Location not available
Independent provider
Grant
1000 USD
Deadline
30 Sep 2026
Don't Text and Drive Scholarship
Merit-based

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Digital Responsibility
Location not available
Independent provider
Grant
1000 USD
Deadline
07 Sep 2026
Legacy of Education Scholarship
Merit-based

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DM Family Law
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Independent provider
Grant
10000 CZK
Deadline
30 Nov 2026
Nadace Sophia

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Education USA
Location not available
Independent provider
Grant
1000 USD
Deadline
20 May 2026
Bridging the Divide Scholarship
Merit-based

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Meza Law Firm, PLLC
Location not available
Independent provider
Grant
1000 USD
Deadline
20 May 2026
Collins Rupp, P.C. Moving Forward Scholarship
Merit-based

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Collins Rupp, P.C.
Location not available
Independent provider
Grant
1000 USD
Deadline
30 Apr 2026
E-waste Scholarship
Merit-based

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Digital Responsibility
Location not available
Independent provider
Grant
2500 USD
Deadline
15 Dec 2026
BenGlassLaw Referee and Umpire Leadership Scholarship
Merit-based

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BenGlassLaw
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Independent provider
Grant
1000 USD
Deadline
28 Sep 2026
Saagar Govil Scholarship
Merit-based

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Saagar Govil
Location not available
Independent provider
Grant
1000 USD
Deadline
30 Nov 2026
ServiceScape Scholarship

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ServiceScape
Location not available
Independent provider
Grant
10000 USD
Deadline
31 Dec 2026
OAS Academic Scholarship Program
Merit-based

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The General Secretariat of the Organization of American States
Location not available
Independent provider
Grant
1500 USD
Deadline
27 Dec 2026
ValueCPR Scholarship Program
Merit-based

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ValueCPR
Location not available
Independent provider
Grant
3500 USD
Deadline
15 Nov 2026
ACES Scholarships

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ACES Education Fund
Location not available
Independent provider
Grant
2000 USD
Deadline
15 Mar 2027
Blakeley Car Accident & Personal Injury Lawyers Community Impact Through Animal Service Scholarship
Merit-based

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Blakeley Car Accident & Personal Injury Lawyers
Location not available
Independent provider
Grant
1000 USD
Deadline
12 Dec 2026
Defense Against Distracted Driving Scholarship
Merit-based

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J&Y Law Firm
Location not available
Independent provider
Grant
1500 USD
Deadline
31 Dec 2026
Chisholm Chisholm & Kilpatrick LTD Undergraduate Scholarship
Merit-based

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Chisholm Chisholm & Kilpatrick LTD
Location not available
Independent provider
Grant
5000 USD
Deadline
30 Apr 2026
Frances & Earl Perry Memorial Veterans Scholarship
Merit-based

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Marc Whitehead & Associates
Location not available
Independent provider
Grant
2500 USD
Deadline
15 Dec 2026
Rebuilding the Road Ahead: How an Accident Inspired My New Direction Scholarship
Merit-based

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Chaikin Trial Group
Location not available
Independent provider
Grant
Various benefits
Deadline
Anytime
Central/South American Scholarship

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Education USA
Location not available
Independent provider
Grant
10000 USD
Deadline
30 Apr 2026
OAS/OEA Scholarship

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Education USA
Location not available
Independent provider
Grant
2500 USD
Deadline
31 Aug 2026
The Healing Journey Scholarship
Merit-based

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Schiller Kessler Group
Location not available
Independent provider
Grant
5000 USD
Deadline
15 Feb 2027
The GET Foundation Scholarship
Need-based

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Get-Scholarship
Location not available
Independent provider
Grant
Various benefits
Deadline
29 May 2026
Joint Japan World Bank Graduate Scholarship Program
Need-based

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Japan Gov’t/World Bank
Location not available
Independent provider
Grant
1000 USD
Deadline
30 Jun 2026
Digital Privacy Scholarship
Merit-based

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Digital Responsibility
Location not available
Independent provider
Grant
1000 USD
Deadline
12 Aug 2026
Hope for Humanity Scholarship
Merit-based

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The Estevez Group
Location not available
Independent provider
Grant
1500 USD
Deadline
06 May 2026
Hope and Opportunity Scholarship
Merit-based

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Whitlock Law, LLC
Location not available
Independent provider
Grant
1000 USD
Deadline
31 Dec 2026
Gen and Kelly Tanabe Scholarship
Merit-based

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The Gen and Kelly Tanabe Scholarship Program
Location not available
Independent provider
Grant
1580 EUR
Deadline
Not specified
The Marietta Blau Grant

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OeAD, Austria's Agency for Education and Internationalisation
Location not available
Independent provider
Grant
2000 USD
Deadline
30 Apr 2026
$2,000 No Essay Scholarship by Sallie
Merit-based

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Sallie
Location not available
Independent provider
Grant
1000 USD
Deadline
10 Aug 2026
The Blossom Law Caregiver Scholarship
Merit-based

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Blossom Law
Location not available
Independent provider
Grant
1000 USD
Deadline
29 Jun 2026
The Crowder Law Firm Scholarship
Merit-based

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The Crowder Law Firm
Location not available
Independent provider
Grant
1000 USD
Deadline
30 Jan 2027
Technology Addiction Awareness Scholarship

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Digital Responsibility
Location not available
Independent provider
Grant
2000 USD
Deadline
16 Jul 2026
Japan America Society of Minnesota (JASM) Mondale Scholarship

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Japan America Society of Minnesota
Location not available
Independent provider
Grant
750 USD
Deadline
10 Jun 2026
Reach the Summit Scholarship
Merit-based

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NordstrandBlack PC
Location not available
Independent provider
Grant
1500 USD
Deadline
25 Nov 2026
Paul Tarell Family Scholarship
Merit-based

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Paul Tarell
Location not available
Independent provider
Grant
1000 USD
Deadline
01 Jun 2026
Barbieri Bloom Scholarship
Merit-based

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Barbieri Law
Location not available
Independent provider
Grant
2500 USD
Deadline
05 Aug 2026
Community Impact Scholarship
Merit-based

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The Law Office of Jerry D. Andrews, P.C.
Location not available
Independent provider
Grant
1000 USD
Deadline
31 Dec 2026
The Smooth Movers Scholarships
Merit-based

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The Smooth Movers
Location not available
Independent provider
Grant
1000 USD
Deadline
10 Jun 2026
The Gold Law Firm Challenge Yourself Scholarship

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The Gold Law Firm
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Independent provider
Grant
1000 USD
Deadline
31 Dec 2026
$1,000 All Star Verified Scholarship
Merit-based

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Verified Scholarships
Location not available
Independent provider
Grant
1500 USD
Deadline
13 May 2026
The MKFM Resilient Student Scholarship

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Mirabella, Kincaid, Frederick & Mirabella, LLC
Location not available
Independent provider
Grant
2000 USD
Deadline
01 Oct 2026
Future Innovator Scholarship
Merit-based

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StudySoup
Location not available
Independent provider
Grant
3000 USD
Deadline
30 Jun 2026
Moving Mates Scholarship
Need-based

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Moving Mates
Location not available
Independent provider
Grant
2000 USD
Deadline
01 Sep 2026
The Rick Blight Leadership in Action Scholarship for Athletes
Merit-based

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Canadian Men’s Health Foundation
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Independent provider
Grant
Various benefits
Deadline
Not specified
Erasmus+ - Grants for study mobility
Merit-based

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OeAD, Austria's Agency for Education and Internationalisation
Location not available

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