Data Science Certification Training
In HKR Trainings Data Science course provide by the experts. Data science it is a software here distributing and processing the large set of data into the cluster of computers. This duration of course make you upgrate your techniques and forward in software career. It covers the basic data science to hadoop big data and python.
Upcoming Batch for Instructor-led Data Science Certification Training
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Brief explanation of data science and machine learning language
Discussion of various tools and techniques of data transformations
Different algorithms used in machine learning
Practice on real time data science project
Who Should Attend
• Developers aspiring to be a ‘Data scientist’ • Analytic manager who are maintain a team of analytics • Who want understand machine learning (ML) techniques
Prerequisites For Data Science Certification Training
Curriculum for Data Science Certification Training
What are data science, link to data mining, machine learning, big data and statistics
Why is it interesting?
Several data science settings
Introduction to the WEKA tool
From data to features
Interactive group discussion
Representing problems with matrices
Representing problem with relations
Example: Text with TFIDF
Computing simple statistics
Means, variances, standard deviations, weighted averaging, modes, quartiles
Example: Political predictions
X & Y examples
The prediction task
Format of input / output data
Nearest neighbor learning
Support vector machines
Properties of prediction algorithms and practical exercises
Training, tuning, test data
Holdout method, cross-validation, bootstrap method
Measuring performance of a model
Accuracy, ROC curves, precision-recall curves
Loss functions for regression
Interpretation of results
Confidence interval for accuracy
Hypothesis tests for comparing models, algorithms
PCA and variants
Rule of Bayes and Conditional Independence
Application to spam filtering
Independence and correlation
Hidden Markov Models
Introduction to Exploratory Data Mining
What is association discovery?
What are the challenges?
In detail: Apriori
What is clustering?
What are the challenges?
In detail: agglomerative clustering
Hands-on: clustering in WEKA
Eve, the Pharmaceutical Robot Scientist: Data Science for the Drug Discovery
Data science for sports analytics
Data science for the sensor data
Hands-on by participants
Discussion of results
Modes of Training
Each and every class is recorded so if you missed any class you can review the recordings and clarify any doubts with the trainer in next class.
Yes, we don’t assure 100% placement assistance. We are tied up with some corporate companies so when they have a requirement we send your profiles to them.
Yes, we provide demo before starting any training in which you can clear all your doubts before starting training.
Our trainers are real time experts who are presently working on particular platform on which they are providing training.
You can call our customer care 24/7
Max of the students get satisfied with our training, if you are not then we provide a specialised training in return.
This is my first online training, HKR Trainings best for online training. They provide the best trainers, who always support and help our technical doubts. Support team also very co-operative to our queries. I honestly recommended HKR Trainings for online courses.
The team of HKR Trainings is very good. The instructors are always trying to explain new techniques and updates of course. If I raise the question or technical doubt about the course, the technical support team solves the issues in quick time. By the end of the course, they will instruct support me to manage the real-time project
In starting of my career I had taken “informatics certification training online” by the HKR Trainings. I really admire about the HKR Trainings. The instructors are the very knowledgeable and the way to organizing the content and classes are too good. I learn main techniques and tricks of course. Supportive team is always available to students who have regular doubts about the course and they are very patience. I recommended HKR Trainings to everyone who want to make the best career growth in IT sector.
I took “python certification training” from HKR Trainings. They always tried to do level best quality of their services to students. I really satisfied with the instructors in my course. And they give the best content for my course.
4. I was unable to finalize where to take a training finally my friend recommended so I had taken a “java online course” by HKR trainings. The structure of the course content, timings, instructor’s classes, and supportive team are very good. I learn more related topics of java during my course. I strongly recommended HKR Trainings to everyone.
After Completion of training you will receive a course completion certificate from HKR Trainings which adds a value to your carrier and this is the entry to build a carrier with this certificate.