Cloudera - CCP Data Scientist

Duration

Duration:

Just 4 Days

Method

Method:

Classroom / Online / Hybrid

Next date

Next date:

24/6/2024 (Monday)

Overview

Learn how to build production-ready data science solutions in real-world conditions on this accelerated 3-day CCP Data Scientist course.

Get immersed in data science on this accelerated Firebrand course. You’ll get the knowledge you need to extract features from huge data sets stored in a wide variety of formats, like JSON, XML and graph link data. You’ll also learn how to perform complex statistical calculations and build a model that contains relevant features for your solution.

Become a Cloudera Certified Professional, in just 3 days, and join an elite group of data scientists. On this accelerated CCP Data Scientist course, you’ll also learn how to:

  • Define relevant data groupings and assign data records
  • Apply advanced analytical techniques, like network graph analysis
  • Use data validation techniques to determine algorithm success

You’ll take the following three CCP Data Science exams as part of your accelerated course:

  • DS700 - Descriptive and Inferential Statistics on Big Data
  • DS701 - Advanced Analytical Techniques on Big Data
  • DS702 - Machine Learning at Scale

These exams are covered by your Certification Guarantee.

Four reasons why you should sit your CCP Data Scientist course with Firebrand Training

  1. You'll be CCP Data Scientist trained and certified faster. Learn more on this 4-day accelerated course. You'll get at least 12 hours a day of quality learning time in a distraction-free environment
  2. Your CCP Data Scientist course is all-inclusive. One simple price covers all course materials, exams, accommodation and meals – so you can focus on learning
  3. Pass CCP Data Scientist first time or train again for free. Your expert instructor will deliver our unique accelerated learning methods, allowing you to learn faster and be in the best possible position to pass first time. In the unlikely event that you don't, it's covered by your Certification Guarantee
  4. Study CCP Data Scientist with an award-winning training provider. We've won the Learning and Performance Institute's "Training Company of the Year" three times. Firebrand is your fastest way to learn, with 134.561 students saving more than one million hours since 2001

Curriculum

Common skills

  • Extract relevant features from a large data set that may contain bad records, partial records, errors or other forms of noise
  • Extract features from data stored in a wide range of possible formats, including JSON, XML, raw text logs, industry-specific encodings and graph link data

DS700 - Descriptive and inferential statistics on big data

  • Use statistical tests to determine confidence for a hypothesis
  • Calculate common summary statistics, like mean, variance and counts
  • Fit a distribution to a data set and use that distribution to predict event likelihoods
  • Perform complex statistical calculations on a large dataset

DS701 - Advanced analytical techniques on big data

  • Build a model that contains relevant features from a large dataset
  • Define relevant data groupings, including number, size, and characteristics
  • Assign data records from a large dataset into a defined set of data groupings
  • Evaluate ‘goodness of fit’ for a given set of data groupings and a dataset
  • Apply advanced analytical techniques, such as network graph analysis or outlier detection

DS702 - Machine learning at scale

  • Build a model that contains relevant features from a large dataset
  • Predict labels for an unlabelled data set using a labelled dataset for reference
  • Select a classification algorithm that is appropriate for the given dataset
  • Tune algorithm metaparameters to maximise algorithm performance
  • Validation techniques to determine the successfulness of an algorithm for a given dataset

Exam Track

You'll sit the following exams at the Firebrand Training Centre, covered by your Certification Guarantee:

  • DS700 - Descriptive and Inferential Statistics on Big Data
  • DS701 - Advanced Analytical Techniques on Big Data
  • DS702 - Machine Learning at Scale

Each exam is a single challenge scenario, which you can solve using a choice of data analysis tools and languages. You will be given access to the scenario, data sets and the cluster. You have eight hours in which to complete the challenge.

Exams may be taken in any order and all three exams must be passed within 365 days of each other.

What's Included

Your accelerated course includes:

  • Accommodation *
  • Meals, unlimited snacks, beverages, tea and coffee *
  • On-site exams **
  • Exam vouchers **
  • Practice tests **
  • Certification Guarantee ***
  • Courseware
  • Up-to 12 hours of instructor-led training each day
  • 24-hour lab access
  • Digital courseware **
  • * For residential training only. Accommodation is included from the night before the course starts. This doesn't apply for online courses.
  • ** Some exceptions apply. Please refer to the Exam Track or speak with our experts
  • *** Pass first time or train again free as many times as it takes, unlimited for 1 year. Just pay for accommodation, exams, and incidental costs.

Prerequisites

You should possess:

  • Experience with big data tools (like Hadoop, Python & R)
  • Knowledge of data science topics
  • A high-level ability to solve real data science problems

Are you ready to get certified in record time?

We interview all applicants for the course on their technical background, degrees and certifications held, and general suitability. If you get through this screening process, it means you stand a great chance of passing.

Firebrand Training is an immersive training environment. You must be committed to the course. The above prerequisites are guidelines, but many students with less experience have other background or traits that have enabled their success in accelerated training through Firebrand Training.

If you have any doubts as to whether you meet the pre-requisites please call 21 96 61 82 and speak to one of our enrolment consultants, who can help you with a training plan.

Reviews

We've currently trained 134.561 students in 12 years. We asked them all to review our Accelerated Learning. Currently,
96,41% have said Firebrand exceeded their expectations:

"I had a great time. The instructor is very knowledgeable and his training is on point. Two exams in 2 days is a lot. But he makes it doable."
Juan van Gom, Ministry of Defense Netherlands. (19/1/2024 (Friday) to 21/1/2024 (Sunday))

"Detailed and thorough training in a great environment."
Anonymous, SYP. (8/1/2024 (Monday) to 12/1/2024 (Friday))

"I attended the Cyber Crime Foundation course with very little knowledge.. The instructor was fantastic, explained subjects in depth and allowed a good amount of time for questions. I came away with lots of knowledge ready to use what I''ve learnt in my day-to-day role."
JS. (8/1/2024 (Monday) to 12/1/2024 (Friday))

"I very much enjoyed the training! It is a must for police officers new to Cyber Crime Units and is delivered at a good pace. Very good trainer with exceptional knowledge and enthusiasm."
Steve Lloyd, West Mercia Police. (8/1/2024 (Monday) to 12/1/2024 (Friday))

"I have really enjoyed the course, although I have been a self-professed nerd for many years, there was still some knowledge I took from this course. The tutorials on practical applications is something I will take away and use."
Joseph Ingram-Gettins, West Midlands Police. (8/1/2024 (Monday) to 12/1/2024 (Friday))

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