Por Fernando Pérez y David Manero | Instructores de Udemy
Con motivo del día del trabajo, no está de más recordar que las actuales y futuras generaciones deberán prepararse para competir por empleos que aún no existen pero que sabemos estarán fuertemente ligados al conocimiento de las llamadas STEM (Science, Technology, Engineering and Mathematics).
Sin embargo, la realidad va por otro lado; según el reporte del Banco Mundial “At a Crossroads: Higher Education in Latin America and the Caribbean”, 44.7% de las personas que se integran actualmente a la educación superior lo hacen en estudios relacionados con ciencias sociales, leyes y negocios, en contraste con un 5.5% en ciencia.
Para este pequeño porcentaje de estudiantes o para aquellos que quieren explorar otras opciones profesionales, existen dos disciplinas cuyas perspectivas de empleo y crecimiento son atractivas: ciencia de datos y desarrollo de inteligencia artificial. Para ellos, Udemy comparte una guía general de los conocimientos y habilidades que deben aprender.
Ciencia de datos: tu futuro “data driven”
Su objetivo es identificar, procesar y convertir grandes volúmenes de datos en información valiosa para la toma de decisiones en cualquier ámbito del quehacer humano. Para desarrollarla y aplicarla se necesita:
Matemáticas, resaltando el dominio de algebra lineal para trabajar matrices, vectores directores, factores, cálculo diferencial, derivadas, etc.
Estadística básica para conocer una media, mediana, desviación, máximo-mínimo, teoría de la probabilidad y teorema de valles, entre otros.
Arquitectura de big data mediante el uso de software como Hadoop, bases de datos relacionales y no relacionales, empleando programas como Cassandra y Mongodb, y MySQL, PostgreSQL, respectivamente.
Lenguajes de programación como R, Python, S, C, SAS.
Manejo de bases de datos como SQL y programación en HIVE.
Programas de visualización de datos con softwares como Kibana, Tableau, Clip View, o incluso Excel.
Una habilidad fundamental para ser científico de datos, y que es considerada “blanda”, es tener curiosidad para buscar relaciones entre datos que en apariencia no están conectados o tienen lógica entre sí.
Actualmente en nuestro país no existe una licenciatura en Ciencia de Datos, sin embargo, sí existen posgrados, diplomados y cursos para iniciarse en este ámbito. Y en términos de ingreso, según el Observatorio Laboral del gobierno federal, el sueldo promedio va de 40 mil hasta 90 mil pesos mensuales.
Para estudiarla resultará más fácil si cuentas con una ingeniería, o cursaste alguna carrera asociada a matemáticas, estadística o si te desarrollas en un área científica.
Inteligencia artificial, cada vez más importante
La Inteligencia Artificial (IA) permite realizar sistemas capaces de aprender y predecir hechos o acciones a partir de la lectura de datos de otros sistemas o directamente del entorno, procesándolos y guardándolos en forma de conocimiento que posteriormente se usa para tomar decisiones.
La IA está creciendo aceleradamente, para 2017, 61% de las iniciativas empresariales de Estados Unidos habían utilizado Inteligencia Artificial y 71% tenía una estrategia de innovación para acercarse a nuevas tecnologías como esta.
Para desarrollarla y aplicarla es necesario contar con las mismas bases de conocimiento que un científico de datos, además de:
Procesamiento de datos. Fundamentos para comprender el ABC en la manera en que se “traduce” información en acciones.
Tener un buen dominio del desarrollo de aplicaciones y lenguajes de programación como R, Python, C#, C++, entre otros. A diferencia del software tradicional, centrado en una serie de tareas específicas, el que se utiliza en IA se centra en el aprendizaje constante.
Aprendizaje artificial o machine learning basado en big data para crear sistemas de aprendizaje guiado, no guiado y con base en reforzamiento.
Las posibilidades de desarrollo de IA podemos agruparlas en:
Específica: enfocada en la lectura de información de un solo tipo y brinda soluciones sobre la base de un propósito puntual
General: busca copiar las múltiples formas de pensar y actuar de un ser humano y decide sobre sus patrones de aprendizaje y decisiones; aunque todavía no está del todo desarrollada al ser amplia y compleja, al mismo tiempo que requiere de soluciones tecnológicas más robustas, ya se está trabajando para hacerla una realidad.
Para entrar en el mundo de la IA es recomendable haber estudiado alguna ingeniería en software, o contar con un alto dominio de matemáticas, estadística y programación.
Al Virginia Mason Institute le hace ilusión ofrecer Diseño de instalaciones de salud y flujo a organizaciones de atención médica y equipos que buscan mejorar su flujo y obtener grandes ventajas de instalaciones previstas o existentes.
Abordar estas cuatro prioridades estratégicas permitirá a los distribuidores enfrentar el futuro con resiliencia y adaptabilidad. La transformación digital, la mejora de la experiencia del cliente, la estrategia de talento y la gestión del clima empresarial son elementos clave para un crecimiento sostenible y el éxito continuo en la industria de la distribución.
Un factor que cambiará la dinámica de las compras por internet será la alta penetración de usuarios de smartphones, tanto en los mercados desarrollados como en los emergentes.
Si estás buscando formas de integrar la sostenibilidad en tu negocio, Amazon Sustainability Exchange es una fuente invaluable de conocimientos y recursos. Te invitamos a explorar esta plataforma, aprovechar sus herramientas y unirte al movimiento global 🌏 hacia una economía más verde y sostenible.
¡La sostenibilidad no es solo una tendencia; es el futuro del negocio!
She grabbed Lu Yu s arm and said timidly Brother Lu Ziji, Qian Rendong is here in person, and Two ancestors in the transformation stage, how should we resolve this situation It doesn t matter, no need to worry Lu Yu s face remained calm and calm, but he was willing to comfort He Yan er.They are both talented people. However, facing such a killing formation, they used all their strength and suffered serious injuries.
Somehow, Yan Xunan actually accepted Yunyun as his disciple, and decided to keep Yunyun by his side and train him himself.Fellow Taoist Lu Ziji, what is this He Wenxin was suddenly confused and surprised.
How many treasures are there in this Red Flame Pavilion It s really stupid to only focus on such a small area outside the first floor of Chiyan Pavilion and fight each other to the death It s better to follow Lu Xianzun Seeing the Evil Kill Ancestor licking his face and flattering him, Lu Yu also started laughing and said Let s go, let s change places.
The city is too deep, too thoughtful, petty, and extremely arrogant Gou Rui is extremely disgusted Seeing Gou Rui angrily scolding her face to face, Luo Wenxing s face turned livid and gloomy to the extreme, like dark clouds before a storm, which could almost seep out of water.A terrifying and trembling aura enveloped the entire place This, this, this
is this a thunder disaster Seeing such a scene, all the immortal cultivators present were dumbfounded.
Long Hai shook his head, with a look of perseverance in his eyes, and followed closely, determined to protect Xiao Yu no matter what.Time passed by minute by minute. Finally
Boom boom boom One after another, figures that look like gods and demons are flying in from a distance at great speed These powerful figures, without concealing the aura of the powerful martial immortals, shrouded the Pearl Hotel overwhelmingly, sweeping across a radius of more than ten miles.
Indeed, 2025 Secrets to Kelly O’Donnell’s Weight Loss Before the Holidays
just as Gou Rui said, they didn t have much chance of survival whether they were holding on or escaping to break out Given the Thousand Blades Sect s determined intention to kill them, there will be an overwhelming pursuit by then.But Luo Wenxing didn t expect that these two guys had not left the misty forest and were hiding outside Xuanhuang Valley.
Can you afford my apology More than that, Lu Yu then said sarcastically You are worthy enough Do you dare to accept me as your disciple Lu Yu is the Ziji Emperor s re cultivation, peak cultivation, overlooking the endless sea of stars , standing above the outer world of the heavens With such a level of cultivation, even if he exhales, he can destroy the galaxy.
Instead, there was a hint of sarcasm and amusement in the corner of his mouth.Especially Huan Yu, as a formation master, understands this clearly.
Yunyun bit her lip, her little body trembling slightly.Ever since Miss He Yan er made good friends with Lu Ziji, he had already checked it out several times and was convinced that it was just a casual cultivator at the Golden Core stage.
Okay, I ll tell you After the Scarlet Flame Pavilion Artifact Spirit said these words, Lu Yu slowly opened his eyes, glanced over with a half smile, and said, Say it The Chiyan Pavilion Artifact Spirit The Benefits and Usage of Green Farm CBD Gummies 300mg: A Comprehensive Review (UZduo)
felt aggrieved.She pretended to be calm and said with a smile Mr. Lu Ziji, we have no choice but to do this We, the Citizen Nation, So, this is all for the Emperor Star and the fate of the tens of billions of people on the Emperor Star The Cangshan Star Immortal Cultivation Sect is so powerful that it can destroy our Emperor Star And you, But he offended them so mercilessly.
He had obviously suffered some injuries Seeing this scene, Qian Rendong, the leader of the Thousand Blade Sect, sneered and said arrogantly Lu Ziji, can you still be arrogant now It turns out that you are nothing more than this.He was able Apple Cider Vinegar Weight Loss Drink: 6 Effective Methods for Diabetics
to comfort himself before, but when he saw Hong Meng acting so unscrupulously, he finally understood.
It s not a bad idea What, Grandpa Yun, what are you talking about He Yan er heard what Grandpa Yun said.What he said should be true I don t believe that no matter how powerful Lu Ziji is, he Harnessing the Power of Grapefruit for Weight Loss: Effective Strategies
can t be that outrageous You can know how powerful the immortal cultivators of Cangshan Star are from these secret forces.
He didn t expect that guy to be so difficult to deal with.She stood quietly beside her like a maid Lu Yu, on the other hand, is practicing with peace of mind in Jingshui City, striving to break through to the golden elixir stage as soon as possible Father, what should we do Lu Ziji killed Feng Xin, the young sect leader of the Tianwai Sect, and also killed six Nascent Soul Exploring the Connection Between CBD Gummies and Sex: Understanding the Potential Benefits
stage elders from the seven major Immortal Cultivation Sects, and captured Fairy Luo Yue Gong Mi.
When thinking of this speculation, even a top figure like He Zhenlong couldn t help being surprised, and his heart was filled with overwhelming shock and horror This Lu Ziji is truly unfathomable and mysterious Zhenlong, is that the person Yan er brought back Just as He Zhenlong was deep in thought, a vague and indifferent voice could be heard.
I, Master Zhihai, am merciful and can definitely keep you alive Lu Ziji, I am Fang Ming of the Sun and Moon Sect.Fang Siya is famous for her aloofness. She is known as the representative of iceberg beauty, and Best CBD Hemp Gummies for Sleep: Benefits, Science, and Reviews
she has always kept others away from her.
Thousands of Thousand Blade Sect disciples and the God Transformation Elder couldn t help but look pale, but they still tried to comfort them.Speaking these words in front of his master, this Scarlet Flame Pavilion weapon spirit really wants to be spanked.
Two The young Thousand Blade Sect disciple became even more proud.Not Relax Brand CBD Gummies Sugar Free: A Comprehensive Guide to Calming Relief
to mention killing Lu Yu, he couldn t even protect himself He has only one choice What Zhao Zhong did was unexpected and reasonable However, Lu Yu did not expect that Zhao Zhong and Zhao Guangji would have such a relationship.
Huan Zixuan sighed and said, Lu Ziji, since you don t listen to your good intentions, don t blame my little sister for taking action After the words fell, Huan Zixuan s beautiful eyes were filled with murderous intent The top grade spiritual weapon, the green jade flute, is shining brightly Exploring the Benefits of Science CBD Gummies for Enhanced Wellbeing
Gou Rui and Gao Tianyi also had stern eyes and murderous intent Life Boost CBD Gummies Review: Benefits, Ingredients, and Expert Opinions
Being surrounded by these six peerless geniuses, Lu Yu s face remained unchanged.
But he doesn t have much confidence in his heart. Even if they are added up, there may not be a chance of winning The two of us can t stand it anymore, we have to fight to the death to survive The snake dragon ancestor also lamented.
But after all, she did not have the means to control the monsters like the Beast Controlling Fairy Sect.The old catfish demon who was walking at the front twisted his fish whiskers with his hands and nodded silently.
The ancestor of Tiandan, Venerable Bailong, took out a pill that exuded a strong medicinal fragrance and was as smooth as a pearl.So he immediately nodded and agreed Okay I am true to my word, I hope I can help your Golden Crow tribe to defeat the Aolai bandits in one fell swoop The chief of the Golden Crow tribe was overjoyed and hurriedly ordered Tu Mu to blow the Discover the Miraculous Healing Properties of Dr. Gupta CBD Gummies: Unlock a Life of Bliss and Sere
horn to summon the tribe A powerful and long horn sound sounded, and all the archers and clansmen of the Golden Crow tribe came from all directions and gathered under the high platform built by the spirit wood.
Wouldn t it be bad if you were bumped into by them It would be better for you, Taoist, to hide.He Yunshou was shocked and saw the four golden elixir spirit beasts approaching fiercely.
Bao won t compete with you anymore, Mr. Bao will go The red fire green tailed leopard ran away with its tail between its legs, Smart CBD Gummies Reviews: Innovations in Multiple Sclerosis Therapy
as if it had turned into a blue shadow, and its speed of escaping was no slower than its charging speed Bingdie and the old catfish demon were about to escort their master and follow him to Chaoyang Peak.
If we fight again, the casualties will be even more severe.He was so powerful when he was alive, but his strength is still higher than the sixth level beast king.
Because he found that by refining only one kind of elixir, once the elixir yield rate reaches a certain level Realm, no matter Chamomile Tea: The Ultimate Weight Loss Solution – Here’s Why!
how much you refine, the improvement in alchemy will be minimal.Ye Ling was very surprised. It has been so long, Master.
What made her most happy was that she was accompanied by Ye Ling and Su Wan.Jin Ling er and Jin Tumu heard the clan leader s muttering and immediately understood what it meant The faces of the siblings also changed from ecstasy to deep worry.
He shouted calmly, as if for him, Ye Ling, who was escaping south, must have what he had in his bag, and he would never be able to escape from How Kelly Clarkson’s Weight Loss Journey Inspires Fans: A Heartfelt Transformation
his grasp.After everything was purchased, Ye Ling returned to Mingdanfang and saw Lu Binglan practicing the sword formation in the courtyard while using her spiritual consciousness to control four sixth level Ice Spirit Flying Swords.
In the end, Ye Ling picked the peach leaf coral first, while Lin Yusheng was chased by the poisonous toad that guarded the peach leaf coral.The great city lord Xuan Zhenzi, Youyue Immortal Sect Feng Cailing, Zhou Tongan, the ancestor Sleep Aid Gummies CBD: Benefits, How They Work, and Best Products
of the Zhou family, and other ancestors of the major Immortal Sects all gathered here The monks who were Best CBD Gummies in Austin, Texas - Top Stores and Benefits
watching around were frightened.
Ye Ling finally made up his mind, no matter what, he would invite his senior brothers and sisters to go with him At the moment, Ye Ling and Lu Binglan rode the Red Fire Green Tailed Leopard together and rushed all the way to the East Island of Huangsha Island.Hongtang took out several sixth level high grade magic weapons, and shouted Explode The magic weapons exploded The Benefits of Youngevity Sleep Gummies for a Restful Night's Sleep (ZJVbe)
out.
Now there are more formations set up by Fairy Youyue, and another Youyue Fairy has been sent.Outside the Valley of Ten Thousand Demons, but when it comes to the depths of the Valley of Ten Thousand Demons, one still has lingering fears.
The Chu Kingdom has its own old man to keep an eye on it, and we also have our guard in the Northern Wilderness, but you can t Did Shark Tank Invest in CBD Gummies: Uncovering the Truth (pHsMU)
use all the strength of the country to deal with the seven demon masters of the East China Sea.It also shone brightly. It can be opened with his cultivation level.
Up to now, Liang Yuzhu couldn t care less about chasing down the eight clawed poisonous octopus.Pay attention, cover us while we break out When the two fish demons heard that it was Revolutionize Your Keto Journey with Chiquis Rivera Keto Gummies: The Ultimate Weight Loss Solution
the Lord s order, they did not hesitate, even if it was a mountain of swords and a sea of fire, they went to break through At the moment, he didn t think about asking any more questions.
If 5 Supreme Fastest Way to Lose Weight in a Month Advantages for 2025
she doesn t come, forget about it. If she comes, no matter how Ye Ling disguises herself as Xie Xiu Muhan, it won t work.For seven consecutive days, Ye Ling s golden elixir has been absorbing the spiritual power of the golden elixir, and Ye Ling has always endured it and persisted On this day, when the golden elixir was completely solidified, it emitted a dazzling golden light Ye Ling s whole body looked like a golden light, and the aura all over his body changed instantly The cultivation base climbed rapidly, breaking Revolutionize Your Weight Loss Journey with Anatomy Keto Gummies: A Comprehensive Review of the Shar
through the bottleneck of the Great Perfection of the Foundation Establishment Stage, and broke through to the realm of the Golden Core in one fell swoop Boom The world is darkened The wind and clouds surged, and clouds of calamity thousands of miles away condensed in the sky in an instant Covering the thunder pool is like a dark cloud U.S. College Students’ Natures Only CBD Gummies Review: Coping with Stress and Anxiety
pressing over a city.
Among the monks from the Aolai Kingdom, he was the only one with the highest cultivation level and extensive knowledge.She would never provide a house for the evil cultivator in blood robe.
But the ancestor of the Beast Taming Immortal Sect was shocked and confused Looking left and right, it doesn t look like a spiritual beast from this immortal sect.put away the token with a smile. readx The ancestor of Waiting for the Immortal Sect looked at the Zhou brothers.
Although it is a top quality pill used by early Golden Pill monks for daily practice and recovery of mana, it is compared with the Great Return Pill, a holy medicine commonly used by Golden Pill Stage monks in ancient times.Unexpectedly, the giant whale still ignored her and didn t even raise its mirror like whale eyes
Fairy Youyue frowned slightly and was puzzled It is very difficult to obtain these fourteen ninth level top grade spiritual fruits.
Ye Ling said calmly The leader of the village is just laughing Miss Qu Rou is grateful for my help and has no other intentions.Following the sound, they saw a waterfall, like a cascading river, splashing down the mountain Can CBD Gummies Help with ADHD? Benefits, Risks, and Research
stream.
Set off, the last was a chaotic team of casual cultivators, with Hong Guanlin among them, also heading towards the mountain.Not long after, the steps of the Jiuzhong Mountain of Moyun Village opened the mountain guard formation and the village gate, allowing Ye Ling and Qu Rou s sword light to enter Moyun Village unimpeded.
Just when the green sword slashed at him like a rainbow, Ye Ling immediately used Exploring the Benefits of Delta 9 CBD Gummies: A Comprehensive Guide
the Five Spirit Illusion Body, transformed into five figures with his own spiritual power, and flew in five different directions to dodge Ever since he practiced the illusion of the Demon Lord of the Flame, Ye Ling has become more and more sophisticated in using escape techniques like the Five Spirit Illusion Body.
It doesn t matter which way you go As long as you are facing the mountain wind.Immediately afterwards, Ye Ling slashed again, this time the neck of the giant lizard was completely severed, and the giant lizard s head rolled down, just like a huge rock falling, almost startling Zhilan and Baihuanu Although the Winged Fire Witch felt a hundred dissatisfactions in her heart, How Much Apple Cider to Lose Weight: A Winter Guide for December 2025 in the USA
she also admired Ye Ling s courage and his ability to rush forward and take action in time Come down quickly If the giant lizard falls, it will completely dissipate.
At this time, the leader of Moyun Village and his wife had been waiting for a long time.When things come to an end, your sect masters will be defeated and come back.
Instead of family and dynasty, they can only choose their own bloodline.The cost is huge, and it cannot be condensed easily However, after having the mark of the Mahayana Supreme, it is equivalent to having a full blow from the Mahayana Supreme.
This is bad news for them The Ancient Demon Clan and the Human Clan have always been hostile.This made him even more humiliated If you lose to the two famous geniuses of the Long family, although it will be embarrassing, it is normal.
Noisy However, Lu Yu s expression did not change, he was calm and calm, showing The One-Month Weight Loss Plan: Recipes to Lose Weight in 30 Days
no fear or fear at all.When Feng Wentian broke through to the stage of becoming a god, he was killed by Lu Ziji with one sword.
In the aftermath of the gilded sky burning flames, he was disgraced.At this moment, everyone was happy for Lu Yu to come out of seclusion.
Because, in Cangshan Star, he saw further hope When I recover my cultivation, Cangshan Star will be able to cultivate in the immortal world, and it will be so impressive
Lu Yu snorted coldly, with Natural Bliss CBD Gummies Review: Benefits, Risks, and User Experiences
a cold light surging in his eyes, and murderous intent lurking everywhere Immediately, Lu Yu sat cross legged on the ground and quickly entered the state of cultivation Whoops Whoops Whoops As Lu Yu The Dr. Oz CBD Gummies: A Comprehensive Review of the Benefits and Effectiveness
breathed and breathed, the pure spiritual energy from heaven and earth for several miles around gathered towards him, forming a funnel shape above him.
As a result, now, what do they see Someone said sourly If Goddess Fang Siya can hold me, even if I am killed by the Ma family in Changbai Mountain the next moment, I will be Apple Cider Vinegar Drink Recipe for Weight Loss: 4 Easy Blends for Seniors Seeking Healthier Lifestyles
willing to do so
Oh, who says it s not
At this moment, Pain Relieving CBD Gummies: Benefits, Science, and Reviews
countless people They all looked at Lu Yu with envy and jealousy.Fairy Shilan and other juniors at the Golden Core stage are okay, Old Monster Tianhe, True Lord Pengyun, Master Zhicheng, these are all immortal cultivators at the Nascent Soul stage Although it is just the beginning of the Nascent Soul stage and the realm of Xiaocheng, it is still the existence of the Nascent Soul stage.
It s really gratifying that our Cangshan Xingxiu Immortal CBD Gummies that Help with Sleep: A Comprehensive Guide to Improving Your Rest (EGECL)
Sect has so many talented people Master Zhihai of Wuwei Temple sighed.In an instant, his figure was like lightning. He directly took Gou Rui and Yan Xunnan into his arms with his left and right hands, and retreated violently.
It s nothing to get up At this point, the old man Grandpa Yun was also amazed and sighed In the wilderness, there is a god turned god, which is a big force But, in the heaven domain, , God Transformation God Lord is nothing at all, Lianxu Dao Lord, or even the Mahayana Supreme, are the real big shots in charge of the chess game Legend has it that there are some powerful forces who have cultivated immortals for hundreds of thousands of years in the Tianyu, and even immortals have Relationship If you are not humble and cautious, I m afraid, no matter how talented you are, you won t be able to go far I heard the old man s earnest teachings and the change in his attitude towards him.
The other secret forces, seeing that all the Martial Gods were defeated, knew that there was nothing they could do to save the day, their faces turned pale, as if they were mourning for their heirs, Exploring the Benefits of CBD Mixed Berry Gummies for Wellness and Relaxation
and they completely lost all resistance.However, I have never heard of anyone who He Yaner favors.
Boom Sure enough, in the next moment, the Fire Cloud God Lord forced his way into the secret Finding the Best CBD Melatonin Gummies on Amazon for a Restful Night's Sleep (bSdOl)
realm of the Liu Yan God Lord s cave, directly causing a violent backlash in the formation.Although he had said before that he wanted to take revenge, in fact, he just went to attend the conference held by the seven major cultivating sects and waited for Lu Ziji to come.
Por Fernando Pérez y David Manero | Instructores de Udemy