UC Berkeley Is Offering Data Science, Its Fastest-Growing Course Ever, for Free Online

It’s worth pass­ing along a mes­sage from UC Berke­ley. Accord­ing to its news ser­vice, the “fastest-grow­ing course in UC Berkeley’s his­to­ry — Foun­da­tions of Data Sci­ence [aka Data 8X] — is being offered free online this spring for the first time through the campus’s online edu­ca­tion hub, edX.” More than 1,000 stu­dents are now tak­ing the course each semes­ter at the uni­ver­si­ty.

Designed for stu­dents who have not pre­vi­ous­ly tak­en sta­tis­tics or com­put­er sci­ence cours­es, Foun­da­tions of Data Sci­ence will teach you in a three-course sequence “how to com­bine data with Python pro­gram­ming skills to ask ques­tions and explore prob­lems that you encounter in any field of study, in a future job, and even in every­day life.”

When you sign up for the cours­es, you will be giv­en two options: 1) the abil­i­ty to “audit” the cours­es for free, or 2) pay to take the cours­es and receive a pro­fes­sion­al cer­tifi­cate. If you’re look­ing for free, the audit option is your friend.

If you would like to sign up for Open Culture’s free email newslet­ter, please find it here. Or fol­low our posts on Threads, Face­book, BlueSky or Mastodon.

If you would like to sup­port the mis­sion of Open Cul­ture, con­sid­er mak­ing a dona­tion to our site. It’s hard to rely 100% on ads, and your con­tri­bu­tions will help us con­tin­ue pro­vid­ing the best free cul­tur­al and edu­ca­tion­al mate­ri­als to learn­ers every­where. You can con­tribute through Pay­Pal, Patre­on, and Ven­mo (@openculture). Thanks!

Relat­ed Con­tent:

Intro­duc­tion to Python, Data Sci­ence & Com­pu­ta­tion­al Think­ing: Free Online Cours­es from MIT

A Free Course on Machine Learn­ing & Data Sci­ence from Cal­tech

Algo­rithms for Big Data: A Free Course from Har­vard

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Philosophy for Beginners: A Free Introductory Course from Oxford University

Phi­los­o­phy does­n’t have to be daunt­ing. Thanks to the Con­tin­u­ing Edu­ca­tion pro­gram at Oxford Uni­ver­si­ty, you can now ease into philo­soph­i­cal think­ing by lis­ten­ing to five lec­tures col­lec­tive­ly called Phi­los­o­phy for Begin­ners. (The video above is admit­ted­ly grainy, so you could always explore the audio options avail­able on iTunes or this Oxford web­site.) Taught by Mar­i­anne Tal­bot, Lec­ture 1 starts with a “Romp Through the His­to­ry of Phi­los­o­phy” and moves in a brief hour from Ancient Greece to the present. Sub­se­quent lec­tures (usu­al­ly run­ning about 90 min­utes) cov­er the fol­low­ing top­ics: log­ic, ethics, pol­i­tics, meta­physics, epis­te­mol­o­gy, and lan­guage.

Lec­ture One: A Romp Through the His­to­ry of Phi­los­o­phy from the Pre-Socrat­ics to the present day

Lec­ture Two: The Philo­soph­i­cal Method: Log­ic and Argu­ment

Lec­ture Three: Ethics and Pol­i­tics

Lec­ture Four: Meta­physics and Epis­te­mol­o­gy

Lec­ture Five: Phi­los­o­phy of Lan­guage and Mind

You can find more cours­es by Tal­bot in our col­lec­tion of Free Online Phi­los­o­phy Cours­es, a sub­set of our meta col­lec­tion, 1,700 Free Online Cours­es from Top Uni­ver­si­ties.

If you would like to sign up for Open Culture’s free email newslet­ter, please find it here. Or fol­low our posts on Threads, Face­book, BlueSky or Mastodon.

If you would like to sup­port the mis­sion of Open Cul­ture, con­sid­er mak­ing a dona­tion to our site. It’s hard to rely 100% on ads, and your con­tri­bu­tions will help us con­tin­ue pro­vid­ing the best free cul­tur­al and edu­ca­tion­al mate­ri­als to learn­ers every­where. You can con­tribute through Pay­Pal, Patre­on, and Ven­mo (@openculture). Thanks!

Relat­ed Con­tent:

Oxford’s Free Intro­duc­tion to Phi­los­o­phy: Stream 41 Lec­tures

Oxford’s Free Course A Romp Through Ethics for Com­plete Begin­ners Will Teach You Right from Wrong

Down­load 100 Free Online Phi­los­o­phy Cours­es & Start Liv­ing the Exam­ined Life

A His­to­ry of Phi­los­o­phy in 81 Video Lec­tures: From Ancient Greece to Mod­ern Times

The Entire Archives of Rad­i­cal Phi­los­o­phy Go Online: Read Essays by Michel Fou­cault, Alain Badiou, Judith But­ler & More (1972–2018)

Death: A Free Phi­los­o­phy Course from Yale

135 Free Phi­los­o­phy eBooks

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Spike Lee Teaching an Online Course on Independent Filmmaking: The Course Is Now Officially Live

FYI: If you sign up for a Mas­ter­Class course by click­ing on the affil­i­ate links in this post, Open Cul­ture will receive a small fee that helps sup­port our oper­a­tion.

When Spike Lee makes a movie, peo­ple talk about it. Peo­ple talked in 1986 when he made the black-and-white indie com­e­dy She’s Got­ta Have It; they talked even more when he came out with Do the Right Thing a few years lat­er; they talked, with sharply divid­ed opin­ion, about his most recent pic­ture, the crime-themed musi­cal Chi-Raq; and they’re already talk­ing about his upcom­ing Black Klans­man, and not just because of the title. Lee has man­aged to remain cul­tur­al­ly and artis­ti­cal­ly rel­e­vant through­out a career of more than thir­ty years and count­ing, and his new online course at Mas­ter­class just might let us in on how he’s done it.

“When you’re an inde­pen­dent film­mak­er, and mak­ing films out­side Hol­ly­wood, that’s hard,” says the long Brook­lyn-based Lee in the trail­er for the course above. “You have to pray on bend­ed knee at the church of cin­e­ma.” But even as an aspir­ing auteur with a pock­et-change bud­get — Lee remem­bers well when he “was a cater­er, the pro­duc­er, the direc­tor, the screen­writer, act­ed in it, and I was the first AD” on his first fea­ture â€” you already pos­sess “tools that can help you tell a sto­ry”: height­en­ing dynam­ic cam­er­a­work to height­en the emo­tions, for instance, or writ­ing char­ac­ters with strong beliefs to inten­si­fy the con­flicts of the sto­ry. He used such tech­niques when he start­ed out, and he still uses them today.

Though Lee seems more than will­ing to talk about his meth­ods, you can’t ful­ly under­stand any film­mak­er unless you under­stand that film­mak­er’s influ­ences. And so we offer you Lee’s list of 95 essen­tial movies every aspir­ing direc­tor should see, expand­ed from his orig­i­nal list of 87, drawn up to hand out to the grad­u­ate-school class­es he’s taught. Fea­tur­ing mul­ti­ple works from direc­tors like Aki­ra Kuro­sawa, Alfred Hitch­cock, Fed­eri­co Felli­ni, John Hus­ton, and Stan­ley Kubrick, the first ver­sion of the list runs as fol­lows:

Tak­en to task for that list’s lack of female film­mak­ers, Lee came up with these addi­tions:

  • The Piano — Jane Cam­pi­on (1993)
  • Daugh­ters of the Dust — Julie Dash (1991)
  • The Hurt Lock­er — Kathryn Bigelow (2008)
  • Sug­ar Cane Alley - Euzhan Pal­cy (1983)
  • The Seduc­tion of Mimi — Lina Wert­muller (1972)
  • Love and Anar­chy - Lina Wert­muller (1973)
  • Swept Away - Lina Wert­muller (1974)
  • Sev­en Beau­ties â€” Lina Wert­muller (1975)

Lee’s Mas­ter­class on film­mak­ing joins the site’s oth­er offer­ings on the same sub­ject from auteurs no less dis­tinc­tive than Mar­tin Scors­ese and Wern­er Her­zog. Though all three became major film­mak­ers at dif­fer­ent times and under dif­fer­ent cir­cum­stances — and end­ed up with very dif­fer­ent cin­e­mat­ic sen­si­bil­i­ties — they all, as Lee might put it, pray at the same church.

And just as it takes the per­spec­tive of many the­ol­o­gists to get a sense of the inef­fa­ble essence of the divine, so it takes the per­spec­tive of many film­mak­ers to get an inef­fa­ble essence of cin­e­ma. You could take all three cours­es with Mas­ter­class’ $180 all-access pass, or you could pay $90 for just Lee’s. Either way, you’ll learn how he made She’s Got­ta Have It for a then-dirt-cheap $175,000, but these days you could sure­ly go out and shoot your own film after­ward for not much more than the cost of the Mas­ter­class itself. It’s still hard out there for an indie film­mak­er, mind you; just not quite as hard as it was.

Relat­ed Con­tent:

How Spike Lee Got His First Big Break: From She’s Got­ta Have It to That Icon­ic Air Jor­dan Ad

Spike Lee’s List of 95 Essen­tial Movies – Now with Women Film­mak­ers

Mar­tin Scors­ese to Teach His First Online Course on Film­mak­ing

Wern­er Her­zog Teach­es His First Online Course on Film­mak­ing

Based in Seoul, Col­in Mar­shall writes and broad­casts on cities and cul­ture. His projects include the book The State­less City: a Walk through 21st-Cen­tu­ry Los Ange­les and the video series The City in Cin­e­ma. Fol­low him on Twit­ter at @colinmarshall or on Face­book.

A Free Oxford Course on Deep Learning: Cutting Edge Lessons in Artificial Intelligence

Nan­do de Fre­itas is a “machine learn­ing pro­fes­sor at Oxford Uni­ver­si­ty, a lead research sci­en­tist at Google Deep­Mind, and a Fel­low of the Cana­di­an Insti­tute For Advanced Research (CIFAR) in the Neur­al Com­pu­ta­tion and Adap­tive Per­cep­tion pro­gram.”

Above, you can watch him teach an Oxford course on Deep Learn­ing, a hot sub­field of machine learn­ing and arti­fi­cial intel­li­gence which cre­ates neur­al networks–essentially com­plex algo­rithms mod­eled loose­ly after the human brain–that can rec­og­nize pat­terns and learn to per­form tasks.

To com­ple­ment the 16 lec­tures you can also find lec­ture slides, prac­ti­cals, and prob­lems sets on this Oxford web site. If you’d like to learn about Deep Learn­ing in a MOOC for­mat, be sure to check out the new series of cours­es cre­at­ed by Andrew Ng on Cours­era.

Oxford’s Deep Learn­ing course will be added to our list of Free Online Com­put­er Sci­ence Cours­es, part of our meta col­lec­tion, 1,700 Free Online Cours­es from Top Uni­ver­si­ties.

Relat­ed Con­tent:

Google Launch­es Free Course on Deep Learn­ing: The Sci­ence of Teach­ing Com­put­ers How to Teach Them­selves

New Deep Learn­ing Cours­es Released on Cours­era, with Hope of Teach­ing Mil­lions the Basics of Arti­fi­cial Intel­li­gence

Neur­al Net­works for Machine Learn­ing: A Free Online Course

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A Free Online Course Helps Us Identify Hoaxes, Rumors & Misinformation in the News

In ear­ly Feb­ru­ary, we high­light­ed for you A Field Guide to Fake News and Oth­er Infor­ma­tion Dis­or­ders, a free man­u­al pub­lished by First Draft, a non-prof­it based at Har­vard’s Shoren­stein Cen­ter that sup­ports truth and trust in news.

This month, First Draft has fol­lowed up with Ver­i­fi­ca­tion Train­ing, a free online course designed to help â€śteach­ers, jour­nal­ists and the gen­er­al pub­lic [learn] how to ver­i­fy online media, so that they don’t fall for hoax­es, rumors and mis­in­for­ma­tion.” The handy and time­ly course was devel­oped by Claire War­dle, First Draft’s exec­u­tive direc­tor. You can sign up here.

Ver­i­fi­ca­tion Train­ing will be added to our meta col­lec­tion, 1,700 Free Online Cours­es from Top Uni­ver­si­ties.

Relat­ed Con­tent:

A Field Guide to Fake News and Oth­er Infor­ma­tion Dis­or­ders: A Free Man­u­al to Down­load, Share & Re-Use

Han­nah Arendt Explains How Pro­pa­gan­da Uses Lies to Erode All Truth & Moral­i­ty: Insights from The Ori­gins of Total­i­tar­i­an­ism

Down­load Theft! A His­to­ry of Music, a New Free Graph­ic Nov­el Explor­ing 2,000 Years of Musi­cal Bor­row­ing

Coursera Now Offering Complete Bachelor’s and Master’s Programs–With Tuition Reduced by 70%

As we observed last Octo­ber, Cours­era has been under­go­ing an evo­lu­tion of sorts. When the ed tech com­pa­ny start­ed out, it offered an array of indi­vid­ual cours­es to stu­dents world­wide. A lit­tle of this. And a lit­tle of that. Now, they’re increas­ing­ly mov­ing towards cours­es that work togeth­er in sequences. First came “course spe­cial­iza­tions”–col­lec­tions of cours­es that allow stu­dents to gain a mas­tery of spe­cial­ized top­ics like Deep Learn­ing, Data Sci­ence (Johns Hop­kins), Busi­ness Fun­da­men­tals (Whar­ton), Dig­i­tal Mar­ket­ing (Uni­ver­si­ty of Illi­nois), and Big Data (UC San Diego). Next it was just a log­i­cal jump to offer­ing full-blown Bach­e­lor’s and Mas­ter’s pro­grams at a dis­count­ed price (rough­ly 1/3 the usu­al cost.) As of this month, Cours­era offers one Bach­e­lor’s pro­gram (Com­put­er Sci­ence from the Uni­ver­si­ty of Lon­don), one MBA, and eight Mas­ter’s pro­grams. The full list of degree pro­grams appears below:

If you would like to sign up for Open Culture’s free email newslet­ter, please find it here. Or fol­low our posts on Threads, Face­book, BlueSky or Mastodon.

If you would like to sup­port the mis­sion of Open Cul­ture, con­sid­er mak­ing a dona­tion to our site. It’s hard to rely 100% on ads, and your con­tri­bu­tions will help us con­tin­ue pro­vid­ing the best free cul­tur­al and edu­ca­tion­al mate­ri­als to learn­ers every­where. You can con­tribute through Pay­Pal, Patre­on, and Ven­mo (@openculture). Thanks!

Note: Open Cul­ture has a part­ner­ship with Cours­era. If read­ers enroll in cer­tain Cours­era cours­es, it helps sup­port Open Cul­ture.

Relat­ed Con­tent:

Cours­era Part­ners with Lead­ing Uni­ver­si­ties to Offer Master’s Degrees at a More Afford­able Price

New Deep Learn­ing Cours­es Released on Cours­era, with Hope of Teach­ing Mil­lions the Basics of Arti­fi­cial Intel­li­gence

MOOCs from Great Uni­ver­si­ties (Many With Cer­tifi­cates)

Jane Goodall Now Teaching a Free Online Course on Developing Compassionate Leaders: Enroll and Start Today

FYI: If you sign up for a Mas­ter­Class course by click­ing on the affil­i­ate links in this post, Open Cul­ture will receive a small fee that helps sup­port our oper­a­tion.

FYI: Start­ing today, you can enroll in Jane Goodal­l’s course on cul­ti­vat­ing com­pas­sion­ate lead­ers. Offered through the Uni­ver­si­ty of Col­orado-Boul­der, the free MOOC will help par­tic­i­pants â€śmen­tor young peo­ple to lead change in their com­mu­ni­ties using com­mu­ni­ty map­ping, col­lab­o­rat­ing with stake­hold­ers, and design­ing prac­ti­cal solu­tions in the form of cam­paigns.” Although main­ly designed for “K‑12 for­mal and infor­mal edu­ca­tors in the Unit­ed States,” the course nonethe­less wel­comes any­one inter­est­ed in com­pas­sion and lead­er­ship. Find more infor­ma­tion about the class at this UC-Boul­der page.

Sep­a­rate­ly, Goodall has also recent­ly devel­oped a course on con­serv­ing the envi­ron­ment. It’s avail­able through Mas­ter­class. We have a few more details here.

If you would like to sign up for Open Culture’s free email newslet­ter, please find it here. Or fol­low our posts on Threads, Face­book, BlueSky or Mastodon.

If you would like to sup­port the mis­sion of Open Cul­ture, con­sid­er mak­ing a dona­tion to our site. It’s hard to rely 100% on ads, and your con­tri­bu­tions will help us con­tin­ue pro­vid­ing the best free cul­tur­al and edu­ca­tion­al mate­ri­als to learn­ers every­where. You can con­tribute through Pay­Pal, Patre­on, and Ven­mo (@openculture). Thanks!

Relat­ed Con­tent:

Google Street View Lets You Walk in Jane Goodall’s Foot­steps and Vis­it the Chim­panzees of Tan­za­nia

Ani­mat­ed: The Inspi­ra­tional Sto­ry of Jane Goodall, and Why She Believes in Big­foot

The Dalai Lama on the Neu­ro­science of Com­pas­sion

IDEO.org’s Free Design Course on Prototyping Starts Today

A quick fyi: IDEO.org, the non-prof­it arm of the famous Cal­i­for­nia design firm IDEO, is launch­ing a free 4‑week course on Pro­to­typ­ing.

As you might recall, we fea­tured sev­er­al months back A Crash Course in Design Think­ing from Stanford’s Design School. If that piqued your inter­est in design and design think­ing, then IDEO.org’s course might hold appeal.

Design Kit: Pro­to­typ­ing will help you learn how to build pro­to­types in “a low-cost and risk-averse way to get your ideas into the hands of the peo­ple you’re try­ing to change.” Run­ning from March 12 through April 17, the course will teach you best prac­tices for pro­to­typ­ing prod­ucts, ser­vices, inter­ac­tions, and envi­ron­ments.

More free cours­es can be found in our col­lec­tion, 1,700 Free Online Cours­es from Top Uni­ver­si­ties.

If you would like to sign up for Open Culture’s free email newslet­ter, please find it here. Or fol­low our posts on Threads, Face­book, BlueSky or Mastodon.

If you would like to sup­port the mis­sion of Open Cul­ture, con­sid­er mak­ing a dona­tion to our site. It’s hard to rely 100% on ads, and your con­tri­bu­tions will help us con­tin­ue pro­vid­ing the best free cul­tur­al and edu­ca­tion­al mate­ri­als to learn­ers every­where. You can con­tribute through Pay­Pal, Patre­on, and Ven­mo (@openculture). Thanks!

Relat­ed Con­tent:

Down­load 20 Free eBooks on Design from O’Reilly Media

Saul Bass’ Advice for Design­ers: Make Some­thing Beau­ti­ful and Don’t Wor­ry About the Mon­ey

Bauhaus, Mod­ernism & Oth­er Design Move­ments Explained by New Ani­mat­ed Video Series

Mil­ton Glaser’s 10 Rules for Life & Work: The Cel­e­brat­ed Design­er Dis­pens­es Wis­dom Gained Over His Long Life & Career

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Open Culture was founded by Dan Colman.