Big Data Architect Training
Learn Big Data Architect Training to Unleash a Modern Career
Average Rating 4.1 From 855 Students
About Course
Big Data Architect- Hadoop course at SM Consultant is designed by their faculty having 9+ years of working experience. This training is just to design to give you the deep knowledge about “Big Data Hadoop” and Spark developer. The course is completely packed with live projects and you will be working on only live projects during the training so that your technical skills will be improved. This course will give a best career path where you will be asset for the company and you will be become an expert in big data architect.
Reasons to choose SM Consultant
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ExpertTrainers
ShareableCertificate
FlexibleTimings
Upcoming Batch Schedule for Big Data Architect Training
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Take Big Data Architect Training at your own pace
Self Paced Online Learning
The Self Paced format allows you to stream the course content from anywhere across the globe with a good Internet connection. There is no defined schedule, you can watch them at your comfortable time. Get Started.
Watch Free Big Data Architect Training videos before signing up.
Instructor Led Live Training
We deliver Instructor-led online course via your personal computer through an easy-to-use web conferencing tool that allows for real-time interaction between you and the trainer. Get Expert guidance tailored for you.
Join Free Big Data Architect Training demo session before signing up.
Big Data Architect Training Course Content
1. Data Science Basics
- Data, Data Types
- Meaning of Variables
- Central Tendency
- Measures of Dispersion
- Data Distribution
- Analysis of Variance & Covariance
- Analysis of Variance
- ANOVA Results
- Examine Regression Results
- Regression Analysis
- Decision Trees
- Neural Networks
- Predictive Modeling with Decision Trees
- Decision Trees
- Bagging
- Random Forests
- Boosted Trees
- Bayesian Classification Models
- Perceptron
- MLP
- Back Propagation
2. R programming
- R Base Software
- Understanding CRAN
- RStudio The IDE
- Sequence of Numbers
- Vectors
- Basic Operations
- Operators and Types
- R Functions
- Reason for Logistic Regression
- The Logistic Transform
- Logistic Regression Modelling
- Model Optimisation
- Understanding ROC Curve
- Default Modelling using Logistic Regression in R
- Covariance and Correlation
- Multivariate Analysis
- Hypothesis Testing
- Limitations of Regression
- Business Case: Managing Credit Risk
- Loss Given Default using Linear Regression
- Classification as a Hyper Plane Location Problem
- The motivation for Linear Support Vectors
- Quadratic Optimization
- Non-Linear SVM
- Kernel Functions
- Default Modelling using SVM in R
3. Python
- What is Python?
- Installing Anaconda
- Understanding the Spyder Integrated Development Environment (IDE)
- Lists, Tuples, Dictionaries, Variables
- Data Acquisition
- Indexing, Filtering
- Sorting & Summarizing
- Descriptive Statistics
- Combining and Merging Data Frames
- Discretization and Binning
- String Manipulation
- Intro to NumPy Arrays
- Creating ND arrays
- Indexing
- Data Processing using Arrays
- File Input and Output
- Getting Started with Pandas
- Intro to Machine Learning
- Random Forests
- Sklearn Library and Stats models
Need Customized Course Content?
We will customize the Big Data Architect Training course content according to your job requirements.
Certification
Once you are successfully through the project, you will be awarded an SM Consultant’s Big Data Architect Training Completion Certificate for the course.
SM Consultant’s certification has industry recognition, and we are the preferred training partner for many organizations.
SM Consultant’s Certificate Holders work at 100s of companies
Frequently Asked Questions About Big Data Architect Training
1. When will I receive my joining instructions for Big Data Architect Training?
Joining instructions for Big Data Architect Training is sent two days prior to the course start date, or immediately if the booking is confirmed within this timeframe.
2. How are you better than the other classes? Past achievements?
As they say, “History speaks for itself”, the past achievements would give you a good picture of our reputation, and would also tell you what extra efforts we put in to achieve it.
3. Do you offer a Big Data Architect Training Demo or Trial class before joining?
We offer 1 demo classes to students. Just make sure that you select the subject and time of the class so that you get an independent assessment of the quality of teaching and you can take an informed decision.
4. What’s the batch size? Will I get personal attention?
An average batch size could be min. 4-5 and max. 8-10 but irrespective of the batch size you will get personal attention and our trainers will help you understand the technology.
5. What if I am not able to attend or miss a session?
If you are unable to attend your session we will help you understand the session by sharing the recording of the live session and still if you need more assistance, we will arrange a backup session for you.
6. Can I access the Big Data Architect Training course material after training?
Yes, you will get the material in pdf format and will have access to the Big Data Architect Training recordings.
Have More Questions?
Do let us know if you need more information we will be happy to help you!
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