1. Words
   1. Currently
      1. Actualmente
   2. Actually
      1. De hecho
   3. Otherwise
      1. Por otro lado
   4. Confident
      1. Confiar
   5. Misinformed
      1. Desinformado
   6. Deying
      1. Colorar
      2. Teñor
   7. AI
      1. Artificial Intelligence
   8. Tailor-made
      1. Hecho a medida
   9. Struggling
      1. Luchando
   10. Phrases
       1. Your business is expanding
          1. Tu negocio se está expandiendo
       2. Tech giant?
          1. Gigante tecnológico
       3. I feel very lucky to meet someone
          1. Me siento muy afortunado
       4. How do you do?
          1. ¿Cómo estás?
       5. Will have figured out
          1. Habrá entendido
          2. Habrá descifrado
       6. Will have gained
          1. Hbrá ganado
          2. Habrá obtenido
2. China
   1. Fun Facts
      1. China is officially known as the People's Republic of China
      2. China has the largest population in the world, with about 1.3 billion people as on July 2012
      3. One in five people in the world is Chinese
      4. Area wise
         1. China is the four largest country in the world
      5. The Great Wall of China holds the record for being the largest man made structure in the world
      6. Fingerprinting was practiced in China as early as in 700 A.D.
      7. Tea was invented in China about 2000 years ago
      8. Chinese are also credited with the invention of a vast array of things including
         1. Paper
         2. Compass
         3. Gunpowder
      9. Suspension bridges were invented in China in 25 B.C.
      10. Paper money was invented in China, around 1.400 years ago
      11. The Chinese army has trained 10.000 pigeons to serrve as a back up communication system
      12. All Giant Pandas in the world are on loan from China
          1. When a baby panda is born it is sent back to China, to expand the Gene Pool
      13. Here, people like dyeing their pets so that they look like other animals
      14. Currently is the second after India
   2. Why do you love living in China?
      1. Public Transportation
         1. Easy to use and inexpensive
         2. There are many forms of public transportation inside Shangai
            1. Metro and Bus
            2. Accesible
            3. There are stops spread out throughout the entire city
            4. City bikes
            5. Easy to use
            6. All you need is the app for can unlock them and ride
      2. The Malls
         1. Many malls
            1. You'll find everything that you need
            2. Once you go inside and you head to the basement you'll see a variety of different
            3. Restaurants
            4. Supermarket
            5. On the upper floors you'll have
            6. Clothing shops
            7. Places to buy things for your aparment
            8. Sometimes even a GYM
      3. Safety
         1. China has a really low rate of crime
      4. The food
         1. There are so many food options available
            1. Noodles
            2. Stir-fried
            3. Foods grilled
            4. Meats
            5. Hot pot
      5. Travel
         1. There are so many places for visit
            1. Mountains
            2. Snow
            3. Beaches
            4. Rice terraces
            5. Culture
      6. Digital Society
         1. Only thing you need when you leave your house is your phone
            1. Can
            2. Communicate
            3. Pay for things
            4. Get on public transportation
            5. Has your QR Health code
            6. For get into buildings
      7. Delivery System
         1. Can get pretty much anything you want delivered to
            1. Your hose
            2. Your work
            3. Even a coffe shop
            4. Only you need is a few key apps
            5. Taobao
            6. Oama
            7. Meitoan
            8. Wechat
            9. Alibay
   3. Tips for doing business according to Chinese etiquette
      1. ​Dressing conservatively and wearing high quality clothing will help to indicate both status and modesty
      2. Enter the room in order of seniority. You should actively demonstrate great respect to the leader of the Chinese delegation
      3. ​Business cards: Present your card with two hands and facing the other person. In China, business cards are treated with great respect
      4. Avoid self-deprecation or sarcasm. Attempt to display competence and keep your emotions under control
      5. ​Don't point: It's considered rude in China to point with your finger. Instead, point with an open hand
      6. Be Prepared for more: The Chinese often prefer frequent and lengthy meetings to build trust before signing contracts
      7. ​The Chinese place a high value on authenticity and have low tolerance for posturing or pretending
      8. Colors can have very specific meanings for the Chinese people.These facts can be crucial for your branding considerations in the country
      9. ​Hire local partners and learn from them
      10. ​Find a skilled translator who can attend every meeting with you
   4. Facts about China most Foreigners don't know
      1. The name "China" means "the central kingdom" in Chinese
      2. Ice cream was invented in China in the 4th century BC
      3. Chopsticks were invented in the 10th century BC
      4. According to a Chinese legend, the universe was created by a cosmic egg
      5. The Shilin Stone Forest is a natural rock formation located in the Yunnan province of southwestern China
      6. The Leshan Giant Buddha is a rock-carved statue of Buddha located in the Sichuan province of southwestern China
      7. The Great Wall of China is not a single wall, but a system of fortifications that stretches for thousands of kilometers
      8. Soccer originated in China in the 3rd century BC
      9. The red wedding dress is a symbol of good luck and prosperity in China
      10. The number 4 is considered unlucky in China, as it sounds similar to the word "death"
      11. Feng shui is a philosophical practice that is used to arrange a person's environment to improve their well-being
      12. There are over 100,000 Chinese characters
      13. China has invented many things, such as paper, gunpowder, the compass, and the printing press
      14. Rap originated in China in the 1980s
      15. Pandas are the exclusive property of China
      16. The Chinese zodiac legend tells the story of the Jade Emperor who invited all animals to a party, but only 12 of them attended
   5. Economy Enters Deflation
      1. China's economy has slipped into deflation for the first time in over two years
         1. Consumer prices declining by 0.3% in July compared to a year earlier
         2. Deflation can lead to a vicious cycle of falling prices, wages, and spending
      2. Reasons
         1. Weaker global demand
         2. Crackdown on the property market
         3. Impact of the COVID-19
      3. Consequences
         1. A decrease in corporate profits, which can lead to job cuts and business closures
         2. A decrease in consumer spending, as people delay purchases in the hope that prices will fall further
         3. An increase in debt burdens, as the value of debt rises when prices fall
3. Machine Learning
   1. Is a process by which computers can learn to perfom tasks without being explicitily programmed to do so
      1. The process involves feeding algorithms with large amounts of data so that they can gradually improve ther predictive perfomance
   2. Is based on the idea that data can contain patterns that can be used to predict future outcomes
   3. In unpervised learning, the algorithm is given a dataset of unlabeled data
      1. The algorithm must learn to identify the patterns in the data on its own
   4. Applications
      1. Image recognition
      2. Speech recognition
      3. Data mining
      4. Robotics
      5. Medical research
      6. Machine learning is a powerful tool that can be used to automate task and improve decision-making
   5. Differences
      1. AI
         1. Refers to a machine that is made to simulate human consciousness
            1. For some, the ultimate goal of AI research is to create a sentinent conscious being through programming
            2. Sometime this is also referred to as artificial general intelligence
            3. In practice
            4. Most data scientists are using AI at smaller more practical scale to solve real-world problems
            5. Data Analysis
            6. Manufacturing
            7. Customer service
            8. The umbrella term for technology that solves problems autonomously by simulating human intelligence
         2. How does AI Work
            1. They do this through algorithms designed to analyze input data and produce an output
            2. For example, Chatbot
            3. The input data would be the customer's inquiry and the output would be the answer to the customer's inquiry held within the chatbots database
            4. Can react to input data in various forms
            5. For example, Alexa or Google Assistant
            6. With the weather report there are multiple ways that you can phrase that query
            7. "What's the weather?"
            8. "What's the temperature?"
            9. "How's the weather looking?"
            10. By picking up on certain keywords the virtual assistant can respond to all these different variants
      2. Machine Learning
         1. Is generally considered to be a subset of AI
            1. It's pretty common to hear the two terms used interchangeably
            2. One major difference is that while AI still encompasses the idea of a sentient conscious machine
            3. Machine learning as a term does not hold those connotations
            4. So
            5. AI
            6. Grand vision of intelligent machines
            7. Machine learning
            8. Models
            9. Processes
            10. Supporting technology
            11. That we've been using to get there diving a bit deeper
         2. Within Machine Learning is another sector kwnon as deep learning
      3. Deep Learning
         1. Machine learning at the largest scale
            1. Involving millions of instances of training data and often multi-layered neural networks
         2. As computing power and access to training data has increased
            1. Researches have been able to develop machine learning models on a larger scale
            2. This lead to the use of this term
         3. To fully understand its meaning it's essential to first know a little bit about Neural Networks
            1. This a collection of algorithms designed to process data and produce an output with the least amount of error
            2. They are called that because the design of the nodes inputs and outputs which slighly resemble that of neuron in the human brain
         4. The key differentiator between machine learning and deep learning is the number of layers of nodes that the input data passes through
            1. In the past it was limited
   6. For example
      1. If an algorithm is given a dataset of images of cats and dogs, the algorithm can learn to identify the features that distinguish each type of animal
   7. Summary
      1. AI
         1. Grand vision of intelligent machines
      2. Machine learning
         1. Models
         2. Processes
         3. Supporting technology
      3. Machine Learning
         1. At the largest scale with more sophisticated neural networks exponentially larger datasets and stronger computing power supporting it
4. Practice
   1. Match these smaltalk expressions
   2. Drag the picture to the correct sentence
5. Small talks
   1. Weather
      1. Isn't the weather today amazing? I heard we're in for a warm spell
      2. Have you been enjoying the sunshine, or do you prefer cooler days?
   2. Arts and Entertainment
      1. Have you seen any good movies lately? I'm looking for recommendations
      2. I went to an art exhibition last week. Do you enjoy visiting museums?
   3. Sports
      1. Did you catch the game last night? It was quite intense!
      2. I heard your favorite team had a big win. Exciting stuff!
   4. News
      1. Have you heard about the latest developments in [current event]?
      2. I was reading about [news topic] today. What are your thoughts on it?
   5. Family
      1. How's your family doing? Any exciting updates?
      2. I spent the weekend with my family. Do you have any siblings?
   6. Work
      1. How's work been treating you lately? Any interesting projects?
      2. I started a new project at the office. What about you? Anything new at work?
   7. Travel
      1. Have you been on any exciting trips recently? I'm always looking for travel ideas
      2. I love to travel. What's your favorite destination you've visited?
   8. Celebrity Gossip
      1. Did you hear about [celebrity name]? It's all over the news!
      2. I saw some interesting celebrity gossip online. Do you follow that stuff?
   9. Hobbies
      1. I've been trying out a new hobby—photography. Do you have any hobbies you're passionate about?"
      2. I enjoy reading in my free time. Any favorite books or genres?
   10. Hometown
       1. Where are you originally from? I love hearing about people's hometowns
       2. I grew up in [hometown]. What about you? What's your hometown like?
6. Future Perfect Tense
   1. The future perfect is a verb tense used for actions that will be completed before some other point in the future
      1. The formula is: Subject + will have + (past participle)
   2. Typical time expressions that often go with that
      1. By the time I finish college, I will have mastered all of the skills I need to succeed
      2. Ten years from now I will have joined an incredible team
      3. Do you think you will have gotten married before you become a pro athlete
      4. I hope I will already have had four kids by then
      5. Maybe in the years you'll have treated one of my kids
      6. Examples
         1. Ten years from now I will have worked as project manager at American company
         2. Maybe in ten years I will have lived in New Zealand
         3. By the time I finish college, I will have mastered my bike skills
   3. Examples of class
      1. By the year 2050, everyone will have had an electric car
      2. Twenty seven years from now the cars will have worked with hydrogen and energy, without oil
         1. Twenty seven years from now the cars will have driven by AI
      3. In 2050 companies will have mastered in internet sales thanks to e-commerce
      4. In the year 2040, AI will have revolutionized daily life, becoming an integral part of our homes, workplaces, and personal devices
      5. In 2050 we will have had computers programmed by the mind
      6. By 2050, AI will have evolved in personalized medicine
      7. In 2050 we will have lived in capsules in the clouds
      8. In 2050 we will have flown in cars
      9. In 2040 we will have had vehicles with AI
      10. By 2050 we will have lived in house in the clouds
      11. By 2050 we will have found the cure for cancer and HIV
      12. In 2050 we will have paid in all business with digital currency
   4. About video
      1. By the year 2050, we will have implemented the us of in our minds
      2. By the year 2050, we will won't have used computers or cellphones
7. How Life Will Look Line in 2050
   1. Climate change
      1. Sea levels will rise by up to 2 meters, displacing millions of people
         1. Storms will be more frequent and intense
            1. Causing widespread damage
         2. Droughts and heat waves will become more common
            1. Leading to crop failures and food shortages
   2. Economic inequality
      1. The gap between the rich and the poor will continue to grow, leading to social unrest
   3. Automation
      1. Many jobs will be replaced by machines, leading to unemployment and poverty
   4. Renewable energy
      1. Renewable energy will become the primary source of energy
         1. Reducing greenhouse gas emissions and combatting climate change
8. Key vocabulary
   1. Machine Learning
      1. Aprendizaje automático
   2. Lucky
      1. Afortunado
   3. Artificial Intelligence
      1. Inteligencia Artificial
   4. Figure out
      1. Resolver
      2. Averiguar
   5. Gain
      1. Ganar
   6. Online Course
      1. Curso en línea
   7. Capable
      1. Capaz
   8. Enable
      1. Permitir
      2. Habilitar
   9. Struggle
      1. Luchar
      2. Esforzarse
   10. Lead
       1. Liderar
       2. Dirigir
       3. Guiar
   11. Ahead of time
       1. Con antelación
       2. Anticipidamente
   12. Flowchart
       1. Diagrama de flujo
   13. Venn Diagram
       1. Diagrama de Venn
   14. Sheet of paper
       1. Hoja de papel
   15. Suceed
       1. Tener éxito
       2. Triunfar
   16. MOOCs
       1. Cursos en línea masivos y abiertos
   17. Knowledge
       1. Conocimiento
   18. Development
       1. Desarrollo
   19. Get married
       1. Casarse