Why Students Should Consider Majoring in Artificial Intelligence

And find out where they can do so


Published:

Headlines related to artificial intelligence are ubiquitous in 2019 — automation displacing workers in industrial settings, self-driving cars on the cusp of taking over our roadways and machines diagnosing diseases in patients with a higher rate of accuracy than even the best-trained physicians. AI is just as omnipresent in our daily experiences, whether it’s Netflix telling you (with alarming accuracy) what you would like to watch, Amazon knowing when you are out of dog food or Spotify recommending what turns out to be your new favorite band. Examples are endless — for more, just ask Alexa, Siri or Google Assistant. Given AI’s increasing role in the world, those intent on majoring in engineering or computer science may want to seriously consider specializing in AI. 

 

Where Can a Student Major in AI?

Carnegie Mellon University, one of the nation’s top engineering schools, just launched an undergraduate degree program in AI in 2018-19. The Milwaukee School of Engineering followed CMU’s lead, announcing the formation of its own Computer Science/AI program shortly after. Many other elite universities do not offer full-blown AI majors, instead only granting degrees at the master’s and doctoral levels.

Fortunately, for those seeking to tackle AI as an undergraduate, many other top tech institutions do offer a track or concentration in AI as part of a computer science degree. For example, AI is one of the nine tracks that students majoring in computer science at Stanford University can select. Caltech offers students majoring in computer science a similar track in Machine Learning and AI. Non uber-selective schools like UNC-Charlotte, the University of Massachusetts-Amherst and Oregon State University also offer similar tracks/specializations in AI.

 

Courses in an Artificial Intelligence Bachelor’s Program

To earn a degree in AI, your student can expect to take a core of computer science classes covering topics such as imperative computation, functional programming, sequential data structures and algorithms, and computer systems. Math requirements will involve coursework in areas such as differential and integral calculus, matrices and linear transformations, modern regression, probability theory, and integration and approximation. You
can expect to take AI-specific courses with titles like Machine Learning, Decision-Making and Robotics, Perception and Language, Human-AI Interaction, and Ethics and AI. 

 

What High School Courses Should Your Student Take?

For starters, high schoolers eyeing entry into a top AI program should take a full order of honors/Advanced Placement courses in physics, chemistry, biology, calculus, trigonometry, geometry and statistics. Additionally, students should take discrete mathematics, since this is the foundation of modern-day computer science and includes topics such as combinatorics, probability, number theory, logic and graph theory. If your high school lacks a robust Advanced Placement or International Baccalaureate program, it’s imperative that your student seek out high-level math and science options via dual enrollment at a local college.

 

Jobs/Salary Outlook

Average salaries for AI jobs are estimated to be upwards of $140,000, according to college resource website CollegeHippo.com, making it as lucrative a field as one could hope to find. Forbes.com reports in a Jan. 12, 2018 story by Louis Columbus that the number of jobs requiring AI knowledge has grown by 450 percent since 2013. And as of 2018, according to March 9, 2018 statistics published by Adobe, only 15 percent of enterprises were using AI but 31 percent were expected to use its capabilities in the next 12 months. Computer science jobs as a whole are expected to grow 19% from now until 2026, according to the U.S. Bureau of Labor Statistics. You get the idea — AI is about as in-demand a skill set as one can find. 

Some would argue against over-specializing during  undergraduate study given how rapidly technology develops. While this is, in many cases, a wise course of action (shed a tear for VCR repairmen and telephone booth makers), AI programs still provide students with a sufficient dose of general engineering and computer science coursework to prepare them for any type of career in the tech industry. Additionally, it seems almost certain that AI’s involvement in our lives will only expand and deepen in the coming decadess.

 

Dave Bergman, Ed.D., is a co-founder of College Transitions, a team of college planning experts committed to guiding families through the college admissions process. He is also co-author of “The Enlightened College Applicant: A New Approach to the Search and Admissions Process.” Learn more at collegetransitions.com.

 

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Calendar

November 2019

Our seventh annual food drive will be held during the month of November. All donations benefit the Food Bank of Central and Eastern North Carolina (www.foodbankcenc.org). We encourage you to get...

Cost: FREE. Registration is not required.

Where:
Crowder County Park
4709 Ten-Ten Rd
Apex, NC  27529
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Telephone: 919-662-2850
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During harvest time, farmers often helped their neighbors to get hard work done during communal gatherings such as corn shucking. Learn about this fall tradition and make a corn husk doll to take...

Cost: FREE. Registration is not required.

Where:
Historic Yates Mill County Park
4620 Lake Wheeler Road
Raleigh, NC  27603
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Telephone: 919-856-6675

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We will be conducting a food drive during the month of November. All donations benefit the Food Bank of Central and Eastern North Carolina (www.foodbankcenc.org). We encourage you to get involved...

Cost: FREE. Registration is not required.

Where:
Historic Yates Mill County Park
4620 Lake Wheeler Road
Raleigh, NC  27603
View map »


Telephone: 919-856-6675
Website »

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Experience some of the best trail running the Piedmont has to offer in this unique trail marathon and 10 miler across Durham County, North Carolina. The course winds along the scenic Eno River...

Cost: See website for fees

Where:
5253 Roxboro Rd
Durham, NC  27712
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Website »

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Take part in a class that teaches individualized ways to foster motor development for your child. Learn about tummy time alternatives, best positions for your baby, how to help your child learn to...

Cost: 24.00

Where:
Open Arts
1222 Copeland Oaks Dr.
Morrisville, NC  27560
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Sponsor: Babies On The MOVE
Website »

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Take part in a class that teaches individualized ways to foster motor development for your child. Learn about carry positions, best positions for your baby, how to help your child learn to crawl,...

Cost: 24.00

Where:
Open Arts
1222 Copeland Oaks Dr.
Morrisville, NC  27560
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Sponsor: Babies On The MOVE
Website »

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Hike along Bolin Creek Greenway to the Adams Tract Red Trail to learn about the trees and wildlife in Carrboro.

Cost: Free

Where:
Wilson Park Shelter
101 Williams St.
Carrboro, NC  27510
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Website »

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Step back in time with our 19th-century costumed interpreters and watch the millstones at work grinding corn into meal. Tour fee: $5/Adult, $4/Senior (ages 60 & over), $3/Child (ages 7-16),...

Cost: $5/Adult, $4/Senior (60+ yrs), $3/Child (7-16yrs), Free/Child (6yrs & younger)

Where:
Historic Yates Mill County Park
4620 Lake Wheeler Road
Raleigh, NC  27603
View map »


Telephone: 919-856-6675
Website »

More information

Learn about mammals of the Piedmont through skulls and pelts, and what bones reveal about animals.  This is a hands-on family friendly presentation by Patricia Thomas-Laemont with Elon...

Cost: Free

Where:
Bynum Front Porch
950 Bynum Rd
Pittsboro, NC  27312
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Sponsor: Friends of Lower Haw River State Natural Area
Website »

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November is a time to be thankful! Celebrate the natural world and where our favorite Thanksgiving foods come from. Investigate corn under microscopes and hand lenses, learn the difference between...

Cost: For all ages; FREE. Registration is required for everyone

Where:
Crowder County Park
4709 Ten-Ten Rd
Apex, NC  27529
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Telephone: 919-662-2850

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Join in the fight against kidney disease by taking part in a 3.5-mile walk at the Durham Bulls Athletic Park. All ages. Strollers are welcome; however, bicycles and in-line skates are not...

Cost: See website for fees

Where:
Durham Bulls Athletic Park
Blackwell St.
Durham, NC  27701
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Website »

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Fall Family Cookie Decorating. Enjoy a family outing…. Come learn a variety of cookie recipes suited for decorating. Then practice piping and flooding sugar cookies for the perfect look....

Cost: $5.00

Where:
The Studio School of Durham
1201 W Woodcroft Pkwy
Durham, NC  27713
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Sponsor: The Studio School of Durham
Telephone: 984-377-4502
Contact Name: Danielle Sunde
Website »

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Search for salamanders, owls and more. Equipment provided. Ages 10-13. Register online. Choose course #128019.

Cost: $8/resident, $10/nonresident

Where:
Stevens Nature Center/Hemlock Bluffs
2616 Kildaire Farm Rd.
Raleigh, NC
View map »


Telephone: 919-387-5980
Website »

More information

See horses compete and enjoy food trucks, children's activities and more. Admission is free; Saturday evening Grand Prix tickets are $10/person. Proceeds benefit Duke Children's...

Cost: Free

Where:
Gov. James B. Hunt Horse Complex
4601 Trinity Rd.
Raleigh, NC  27607
View map »


Website »

More information

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We will be conducting a food drive during the month of November. All donations benefit the Food Bank of Central and Eastern North Carolina (www.foodbankcenc.org). We encourage you to get involved...

Cost: FREE. Registration is not required.

Where:
Historic Yates Mill County Park
4620 Lake Wheeler Road
Raleigh, NC  27603
View map »


Telephone: 919-856-6675
Website »

More information

Our seventh annual food drive will be held during the month of November. All donations benefit the Food Bank of Central and Eastern North Carolina (www.foodbankcenc.org). We encourage you to get...

Cost: FREE. Registration is not required.

Where:
Crowder County Park
4709 Ten-Ten Rd
Apex, NC  27529
View map »


Telephone: 919-662-2850
Website »

More information

Red, yellow, orange, and brown – leaves come in all different sizes and colors. Practice your color and shape recognition through centers, songs, and stories. For ages 18 months to 3 years (adult...

Cost: FREE. Registration is required.

Where:
Crowder County Park
4709 Ten-Ten Rd
Apex, NC  27529
View map »


Telephone: 919-662-2850
Website »

More information

See horses compete and enjoy food trucks, children's activities and more. Admission is free; Saturday evening Grand Prix tickets are $10/person. Proceeds benefit Duke Children's...

Cost: Free

Where:
Gov. James B. Hunt Horse Complex
4601 Trinity Rd.
Raleigh, NC  27607
View map »


Website »

More information

Show More...
Show Less...

Our seventh annual food drive will be held during the month of November. All donations benefit the Food Bank of Central and Eastern North Carolina (www.foodbankcenc.org). We encourage you to get...

Cost: FREE. Registration is not required.

Where:
Crowder County Park
4709 Ten-Ten Rd
Apex, NC  27529
View map »


Telephone: 919-662-2850
Website »

More information

We will be conducting a food drive during the month of November. All donations benefit the Food Bank of Central and Eastern North Carolina (www.foodbankcenc.org). We encourage you to get involved...

Cost: FREE. Registration is not required.

Where:
Historic Yates Mill County Park
4620 Lake Wheeler Road
Raleigh, NC  27603
View map »


Telephone: 919-856-6675
Website »

More information

Kids hike, make projects and engage in nature activities. Ages 5-8. Register online. Choose course #127196.

Cost: $9/resident, $12/nonresident

Where:
Stevens Nature Center/Hemlock Bluffs
2616 Kildaire Farm Rd.
Cary, NC  27518
View map »


Telephone: 919-387-5980
Website »

More information

Catboy, Owlette, and Gekko will delight fans of all ages with live performances featuring world-class production, toe-tapping tunes and a whole lot of super fun as they go into...

Cost: $28.50 and up

Where:
Durham Performing Arts Center
123 Vivian St.
Durham, NC  27701
View map »


Website »

More information

Show More...
Show Less...

We will be conducting a food drive during the month of November. All donations benefit the Food Bank of Central and Eastern North Carolina (www.foodbankcenc.org). We encourage you to get involved...

Cost: FREE. Registration is not required.

Where:
Historic Yates Mill County Park
4620 Lake Wheeler Road
Raleigh, NC  27603
View map »


Telephone: 919-856-6675
Website »

More information

Our seventh annual food drive will be held during the month of November. All donations benefit the Food Bank of Central and Eastern North Carolina (www.foodbankcenc.org). We encourage you to get...

Cost: FREE. Registration is not required.

Where:
Crowder County Park
4709 Ten-Ten Rd
Apex, NC  27529
View map »


Telephone: 919-662-2850
Website »

More information

See Happy Dan perform magic, comedy and more.

Cost: $5/person

Where:
Renaissance Centre
405 Brooks St.
Wake Forest, NC  27587
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Website »

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We’ll enjoy poetry written in honor of the many holidays that occur around this time of the year. Following questions and discussion, those attending will have the opportunity to share by reading...

Cost: Free

Where:
Orange County Main Library
137 W Margaret Ln
Hillsborough, NC  27278
View map »


Sponsor: Orange County Public Library
Telephone: 919-245-2539
Contact Name: Libbie Hough
Website »

More information

Show More...
Show Less...

We will be conducting a food drive during the month of November. All donations benefit the Food Bank of Central and Eastern North Carolina (www.foodbankcenc.org). We encourage you to get involved...

Cost: FREE. Registration is not required.

Where:
Historic Yates Mill County Park
4620 Lake Wheeler Road
Raleigh, NC  27603
View map »


Telephone: 919-856-6675
Website »

More information

Our seventh annual food drive will be held during the month of November. All donations benefit the Food Bank of Central and Eastern North Carolina (www.foodbankcenc.org). We encourage you to get...

Cost: FREE. Registration is not required.

Where:
Crowder County Park
4709 Ten-Ten Rd
Apex, NC  27529
View map »


Telephone: 919-662-2850
Website »

More information

Join us in the Kidzu Front Yard Garden for a special off-season Junior Gardeners in honor of Chapel Hill Arbor Week. Get hands on and explore trees, and all the things they provide including...

Cost: Free

Where:
Kidzu Children's Museum
201 S. Estes Dr.
Chapel Hill, NC  27514
View map »

More information

Take the fast track to nature in this hands-on study of ecology. Ages 8-12. Register online.  Chose course #127203.

Cost: $9/resident, $12/nonresident

Where:
Stevens Nature Center/Hemlock Bluffs
2616 Kildaire Farm Rd.
Cary, NC
View map »


Telephone: 919-387-5980
Website »

More information

The word philanthropy means love of mankind. From the earliest days, human civilization has depended upon kindness directed towards strangers. Explore the history of giving, then help to cut out...

Cost: FREE. Registration is required.

Where:
Historic Yates Mill County Park
4620 Lake Wheeler Road
Raleigh, NC  27603
View map »


Telephone: 919-856-6675

More information

Join us to learn about 4H and then enjoy fall activities and crafts!  No registration is required. Grades 3-5

Cost: Free

Where:
Orange County Main Library
137 W Margaret Ln
Hillsborough, NC  27278
View map »


Sponsor: Orange County Public Library
Telephone: 919-245-2539
Contact Name: Libbie Hough
Website »

More information

Join Cary Lifestyle Magazine for a wonderful night of charity, fashion, decadent food and drinks and shopping. Proceeds go to Saving Grace NC,non-profit animal rescue, that since its inception in...

Cost: $75.00

Where:
Hilton Garden Inn
131 Columbus Ave
Cary, NC  27518
View map »


Sponsor: Carolina LifeStyle Magazine
Website »

More information

Enjoy a family-friendly movie and a slice or two of pizza. Doors open at 5:30 p.m. Purchase tickets online.

Cost: $5/person. $2 for ages 2 and younger

Where:
The Halle Cultural Center
237 N. Salem St.
Apex, NC  27502
View map »


Website »

More information

Ages 11 and older with special needs help support the Town of Cary's annual toy drive by donating an unwrapped toy for a child in need. Make cards for the holiday cards for these...

Cost: $2/resident, $3/nonresident

Where:
Cary Senior Center
120 Maury O'Dell Place
Cary, NC  27513
View map »


Website »

More information

Transformative stories through the mists of time adapted from "1001 Arabian Nights" and performed by Emerson's 10th grade class.  Recommended for audiences age 10 and up. For...

Cost: $5-$12

Where:
Emerson Waldorf School
6211 New Jericho Road
Brown Wing
Chapel Hill, NC  27516
View map »


Website »

More information

It’s the summer before the 1904 World’s Fair and the three Smith sisters are filled with anticipation. But the year brings turmoil as family life interferes with their newfound chances...

Cost: Adults: $15 Seniors: $10 Students and children: $5 Family 4-pack

Where:
William Peace University, Kenan Auditorium
15 E Peace St
Raleigh, NC  27604
View map »


Sponsor: William Peace University
Contact Name: Charles Machalicky
Website »

More information

Show More...
Show Less...

We will be conducting a food drive during the month of November. All donations benefit the Food Bank of Central and Eastern North Carolina (www.foodbankcenc.org). We encourage you to get involved...

Cost: FREE. Registration is not required.

Where:
Historic Yates Mill County Park
4620 Lake Wheeler Road
Raleigh, NC  27603
View map »


Telephone: 919-856-6675
Website »

More information

Our seventh annual food drive will be held during the month of November. All donations benefit the Food Bank of Central and Eastern North Carolina (www.foodbankcenc.org). We encourage you to get...

Cost: FREE. Registration is not required.

Where:
Crowder County Park
4709 Ten-Ten Rd
Apex, NC  27529
View map »


Telephone: 919-662-2850
Website »

More information

Celebrate collards at the State Farmers Market.

Cost: Free

Where:
State Farmers Market
1201 Agriculture St.
Raleigh, NC  27603
View map »


Website »

More information

Come share the excitement as Park West Village hosts Winter Wonderland in The District. Kids of all ages will enjoy our Magical Winter Lights Paintscaping, featuring colorful holiday lights...

Cost: Free

Where:
Park West Village
Village Market Place
Morrisville, NC  27560
View map »


Sponsor: Park West Village
Contact Name: Conner
Website »

More information

Talented dance students perform the lavishly staged holiday ballet alongside guest artists from Carolina Ballet. All ages. Purchase tickets online.

Cost: $12-$27

Where:
Fletcher Theater, Duke Energy Center for the Performing Arts
2 E. South St.
Raleigh, NC  27601
View map »


Website »

More information

Deck the halls at Waverly Place and welcome the holiday season with their Eighth Annual Tree Lighting Celebration! The festivities kick off on Friday, November 22 from 6:00 p.m. to 8:30 p.m. and...

Cost: Free

Where:
Waverly Place Shopping Center
302 Colonades Way
Cary, NC  27518
View map »

More information

Transformative stories through the mists of time adapted from "1001 Arabian Nights" and performed by Emerson's 10th grade class.  Recommended for audiences age 10 and up. For...

Cost: $5-$12

Where:
Emerson Waldorf School
6211 New Jericho Road
Brown Wing
Chapel Hill, NC  27516
View map »


Website »

More information

The Triangle Youth String Orchestra and Youth String Sinfonia present a joint concert of their fall repertoire. All ages. Purchase tickets online.

Cost: See website for fees

Where:
Cary Arts Center
101 Dry Ave.
Cary, NC  27511
View map »


Website »

More information

It’s the summer before the 1904 World’s Fair and the three Smith sisters are filled with anticipation. But the year brings turmoil as family life interferes with their newfound chances...

Cost: Adults: $15 Seniors: $10 Students and children: $5 Family 4-pack

Where:
William Peace University, Kenan Auditorium
15 E Peace St
Raleigh, NC  27604
View map »


Sponsor: William Peace University
Contact Name: Charles Machalicky
Website »

More information

Show More...
Show Less...

Our seventh annual food drive will be held during the month of November. All donations benefit the Food Bank of Central and Eastern North Carolina (www.foodbankcenc.org). We encourage you to get...

Cost: FREE. Registration is not required.

Where:
Crowder County Park
4709 Ten-Ten Rd
Apex, NC  27529
View map »


Telephone: 919-662-2850
Website »

More information

We will be conducting a food drive during the month of November. All donations benefit the Food Bank of Central and Eastern North Carolina (www.foodbankcenc.org). We encourage you to get involved...

Cost: FREE. Registration is not required.

Where:
Historic Yates Mill County Park
4620 Lake Wheeler Road
Raleigh, NC  27603
View map »


Telephone: 919-856-6675
Website »

More information

Give rugby a try. Take part in tag rugby pick-up games every Saturday morning at Baileywick Road Park, near the Second Shelter.  No experience necessary. All ages. 

Cost: Free

Where:
Baileywick Road Park
9501 Baileywick Rd
Second Shelter Field
Raleigh, NC  27615
View map »


Sponsor: Raleigh Redhawks Rugby
Contact Name: denise travis
Website »

More information

Ages 5 and older move through yoga poses and show gratitude by writing a thank-you note for someone special. Registration required online. Choose course #127447. 

Cost: $19/child

Where:
Middle Creek Community Center
125 Middle Creek Ave.
Apex, NC  27539
View map »


Website »

More information

Learn about the state’s American Indian culture from musicians, dancers, craftspeople and storytellers from eight state-recognized tribes. Over 100 presenters will fill the museum and...

Cost: Free

Where:
N.C. Museum of History
5 E. Edenton St.
Raleigh, NC  27601
View map »


Website »

More information

Join dozens of ethnic communities at the Global Holiday Festival and Market to celebrate and honor holidays and traditions from around the world.  Sample traditional dishes, view free dance...

Cost: Free

Where:
Moore Square, Downtown Raleigh
Raleigh, NC


Website »

More information

Talented dance students perform the lavishly staged holiday ballet alongside guest artists from Carolina Ballet. Show times are at noon and 5 p.m. All ages. Purchase tickets online.

Cost: $12-$27

Where:
Fletcher Theater, Duke Energy Center for the Performing Arts
2 E. South St.
Raleigh, NC  27601
View map »


Website »

More information

Want to get inside Historic Yates Mill? Join us for a half-hour tour (starting at 1, 1:30, 2, 2:30 & 3 p.m.) to view the main power drive and milling machinery while exploring the mill's history...

Cost: $5/Adult, $4/Senior (60+ yrs), $3/Child (7-16yrs), Free/Child (6yrs & younger)

Where:
Historic Yates Mill County Park
4620 Lake Wheeler Road
Raleigh, NC  27603
View map »


Telephone: 919-856-6675
Website »

More information

Participants develop their naturalist skills and understanding of local nature. Ages 5-8 with parent. Register online. 

Cost: $8/resident, $10/nonresident

Where:
Stevens Nature Center/Hemlock Bluffs
2616 Kildaire Farm Rd.
Cary, NC
View map »


Telephone: 919-387-5980
Website »

More information

Talented dance students perform the lavishly staged holiday ballet alongside guest artists from Carolina Ballet. Show times are at noon and 5 p.m. All ages. Purchase tickets online.

Cost: $12-$27

Where:
Fletcher Theater, Duke Energy Center for the Performing Arts
2 E. South St.
Raleigh, NC  27601
View map »


Website »

More information

Come share the excitement as Park West Village hosts Winter Wonderland in The District. Kids of all ages will enjoy our Magical Winter Lights Paintscaping, featuring colorful holiday lights...

Cost: Free

Where:
Park West Village
Village Market Place
Morrisville, NC  27560
View map »


Sponsor: Park West Village
Contact Name: Conner
Website »

More information

East Cloud Kungfu hosts a Parent's Night Out event, featuring a safe environment for kids as they about the wide world of kungfu.   Check it out!...

Cost: $25 first child, $20 each additional child

Where:
East Cloud Kungfu, LLC
5655-A Western Blvd
Raleigh, NC  27606
View map »


Sponsor: East Cloud Kungfu, LLC
Telephone: 252-646-7053
Contact Name: Imari Colon
Website »

More information

Transformative stories through the mists of time adapted from "1001 Arabian Nights" and performed by Emerson's 10th grade class.  Recommended for audiences age 10 and up. For...

Cost: $5-$12

Where:
Emerson Waldorf School
6211 New Jericho Road
Brown Wing
Chapel Hill, NC  27516
View map »


Website »

More information

It’s the summer before the 1904 World’s Fair and the three Smith sisters are filled with anticipation. But the year brings turmoil as family life interferes with their newfound chances...

Cost: Adults: $15 Seniors: $10 Students and children: $5 Family 4-pack

Where:
William Peace University, Kenan Auditorium
15 E Peace St
Raleigh, NC  27604
View map »


Sponsor: William Peace University
Contact Name: Charles Machalicky
Website »

More information

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