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Google Cloud Platform Big Data and Machine Learning Fundamentals

Google Cloud Platform Big Data and Machine Learning Fundamentals

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8.7/10 (Our Score)
Product is rated as #8 in category Google Cloud

This 2–week accelerated on–demand course introduces participants to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP). It provides a quick overview of the Google Cloud Platform and a deeper dive of the data processing capabilities. At the end of this course, participants will be able to: – Identify the purpose and value of the key Big Data and Machine Learning products in the Google Cloud Platform – Use CloudSQL and Cloud Dataproc to migrate existing MySQL and Hadoop/Pig/Spark/Hive workloads to Google Cloud Platform – Employ BigQuery and Cloud Datalab to carry out interactive data analysis – Choose between Cloud SQL, BigTable and Datastore – Train and use a neural network using TensorFlow – Choose between different data processing products on the Google Cloud Platform Before enrolling in this course, participants should have roughly one (1) year of experience with one or more of the following: – A common query language such as SQL – Extract, transform, load activities – Data modeling – Machine learning and/or statistics – Programming in Python Google Account Notes: – Google services are currently unavailable in China. We help millions of organizations empower their employees, serve their customers, and build what’s next for their …

Instructor Details

The Google Cloud Training team is responsible for developing, delivering and evaluating training that enables our enterprise customers and partners to use our products and solution offerings in an effective and impactful way. Google Cloud helps millions of organizations empower their employees, serve their customers, and build what’s next for their businesses with innovative technology created in—and for—the cloud. Our products are engineered for security, reliability, and scalability, running the full stack from infrastructure to applications to devices and hardware. Our teams are dedicated to helping customers apply our technologies to create success.

Specification: Google Cloud Platform Big Data and Machine Learning Fundamentals

Duration

14 hours

Year

2017

Level

Intermediate

Certificate

Yes

Quizzes

Yes

70 reviews for Google Cloud Platform Big Data and Machine Learning Fundamentals

4.2 out of 5
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  1. Balavantappa M

    Thanks!!

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  2. Pablo D R

    Thanks a lot for this well explained course. Its help me a lot learning the foundamentals of ML, and help me a lot knowing the solutions and product that CGP offers

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  3. Joao o

    There a lot of good information here, but, it’s necessary to improvement the assessment and the exercices in lab.

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  4. Nazranthaqif b M H

    GREAT LESSON…I HOPE I CAN LEARN MORE!! 🙂

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  5. Celia M

    There is valuable information in the course and some good exercises, but they are hidden among many information which is not so useful. In overall it is an entry class to use the technology, but many customers already know this sort of things because they tested our products or the features we comment here are similar to features of other vendors’ products. Their reaction when they are presented the technology for the first time is: “Thank you. My questions and issues are quite specific and not reflected here”.

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  6. Javier D

    It was a very interesting course. It made me very enthusiastic to learn more of cloud computing, AI and data engineering.

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  7. Paul S

    Good foundational course in GCP, Big Data and Machine Learning

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  8. Hugo P

    Super happy with the pacing and the information provided.

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  9. Tanakorn D

    Full info on GCP. touching on overall capability with appropriate learning oace.

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  10. Shanmuga p V

    Easy to Learn GCP in coursera , had good practical sections through Qwiklabs . Machine Learning Models in real time application is made easy with GCP .

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  11. Eduardo M d C

    Excelente Curso sobre a plataforma Google Cloud Big Data e os fundamentos de Machine Learning.

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  12. keswani M

    The course is awesome and recommended for beginners.

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  13. Krishnan A

    Excellent Course!

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  14. Mariia Z

    Very good high–level introduction to gcp

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  15. Adam C

    Overall great course, really interesting seeing some of the use cases and getting started.

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  16. Brayan N

    Great introductory course.

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  17. Tawanda E

    This course really took my understanding of ML in general to another level but above all it exposed me to the many ways Google are making it even easier to get value from my ML knowledge by using the products they’ve created. Definitely a great place to start for a junior Data engineer working with GCP.

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  18. Ahmed A

    It was a great course over all , got the knowledge of Bigquery , ML on GCP , how google cloud platform is the best approach to do almost everything because they provide you with great API’s , services and easy to do huge workload and processing easily

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  19. Ritesh K

    good

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  20. Rumen K

    good

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  21. Rafael H A L

    It is a great course, the offer of GCP and its great resources in infrastructure is known, the teaching method was very easy and the laboratories were excellent, everything worked perfect.

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  22. SAJID M W

    good

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  23. Prem M

    The basic fundamentals in this module#1 is ok, but gets very arcane as it progresses. Need before and after screen shots for every lab step, lacking details.

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  24. Luis A M M

    Muy bueno

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  25. Cristobal M

    A nice general approach to different things that you can do on GCP

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  26. Anirban R

    I got familiar with a lot of options, and had hands on experience with Qwiklabs. But it would be more interesting if the we actually had to do something ourselves instead of following instructions.

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  27. Omer F B

    Perfectt 🙂

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  28. Efrain R

    great course and easy to follow

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  29. Nishith A

    Great course !!!, keep it up guys

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  30. bharathkumar

    very usefull

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  31. Geraldo T F

    otimo curso

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  32. Amit D

    Very Nice Learning experience, to clear GCP fundamentals concept also labs are very good to interact with GCP tools and service.

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  33. Rishabh

    Really helpful and quite up to the mark.!!

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  34. Ahsan S

    Really comprehensive and knowledgeable materials, slides, and lab sessions.

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  35. Xinyi G

    Great course to understand tools available at GCP and how they are connected with each other.

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  36. Tony G

    A few strangely–worded statements in the labs were annoying. But good content throughout the course

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  37. vishwanath j

    gain knowledge on GCP

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  38. JAYANTA M

    helpful

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  39. Amanyiraho R

    Every detailed introduction You need to knew

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  40. Baranitharan V

    Fun learning, very informative, well guided course

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  41. Harshada S P

    The best part of this course was we got to do lot of hands–on lab activity with detailed explanation and steps. Machine learning fundamentals were explained very well on where and how to implement the algorithms. Google cloud platform services are very easy to understand and use. I am very excited to build and explore using tons of resources shared during the course on my own. Thank you to excellent team of Google trainers!

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  42. Fathur R H

    Mantap Djiwa

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  43. KAUSHIKKUMAR K R

    Its good for beginners who wants to dive into GCP.

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  44. Michal S

    GCP commercial

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  45. Andrew J

    The course content was good, but the content was a bit easy. It would have been good to do a bit more advanced SQL in BigQuery or prompt the students to create a resultset using sql defined by the assignment.

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  46. Sankar P P

    Its a easy learning

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  47. Lingaraju B K

    Very useful content with nice explanations.

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  48. KUDUMULA N R

    good

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  49. Derek C

    too wordy, simplify as point forms for instruction how to do the lab

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  50. Ezequiel M

    Excelent introduction course. The use of real environments in the excersices is great!

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  51. Ahmad A

    Great overview of the Big Data, Analytics and Machine Learning offerings from GCP.

    Helpful(0) Unhelpful(0)You have already voted this
  52. Luis H

    Excelente curso con ejercicios guiados que permiten afianzar el aprendizaje para aplicarse a problemas reales.

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  53. Syed R M

    it helped me a lot and i had much to learn more

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  54. Cristina S C

    Great Course! Great structure and tutorial! Congratulations!

    Helpful(0) Unhelpful(0)You have already voted this
  55. Kiruba S V

    Great crash course to understand the overview of products in GCP

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  56. Damian F

    Thank you very much 🙂

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  57. Poshan K R

    its a good content to understand the fundamentals of Big Data and ML

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  58. Sandeep G M

    This is a fundamental course which gives confidence is proceed further. Anyone looking for Data Engineering or Machine Learning using GCP, this is good place to start. Dont get confused by many online resources. This is the right place to start.

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  59. Padma E

    it is good course but some of the instructions for labs are not clear. Hope this would be a credited course. I took this course for two reasons. One is to get paid for the work have been doing as unofficial consultants to various organizations online and to learn and improve my knowledge on Big Data and ML. Hope this course would help me to explore more opportunities at Google and other organizations

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  60. Ryan A D

    good

    Helpful(0) Unhelpful(0)You have already voted this
  61. Robert L

    Seems like a practical foundation for understanding how to use big data to build ML models

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  62. Kian S M

    I would have appreciated a bit more detail in some of the GCP commands (especially those related to shell and dataflow)

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  63. Mohammad H

    Thank You Very Much..

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  64. Muhammad R A

    Amaizing lecure worth to invest time

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  65. Sushant J

    Good introductory course for GCP.

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  66. Deepak A I

    i am really thankful of coursera for providing such a training facilities for student like me. its a great learning with lab experience. along with video training. looking forward for more courses. really thanking you.

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  67. Kiran P

    Very effective and knowledgeable course

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  68. Rajesh Y

    Thank you so much Coursera. I learn good skills in this course

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  69. Izzuddin A

    Good introduction for all GCP technologies related to big data and machine learning. The qwiklab exercises really helps in making student understand how the technologies work by doing direct hands on lab activities.

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  70. ELDHO G

    This is a great course, this gets us introduced to the GCP products and basics of Machine Learning. The topics we learn in this course can be considered as building blocks for exploring machine learning and cloud experience.

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    Google Cloud Platform Big Data and Machine Learning Fundamentals
    Google Cloud Platform Big Data and Machine Learning Fundamentals

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