Data Science Certification Training

Data Science Certification Training

Course Duration : 30 Hours
Certification : Yes
Assignments : Yes
Interview Questions : Yes
Resume Preparation : Yes

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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Training Content


Objectives

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

No

Curriculum for Data Science Certification Training


What are data science, link to data mining, machine learning, big data and statistics Motivating examples
Why is it interesting?
Several data science settings
Introduction to the WEKA tool
Practical information

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
Simple visualizations
Histograms
Boxplots
Scatterplots
Time series
Spatial data
Case studies
X & Y examples
Medical data

The prediction task Definition
Examples
Format of input / output data
Prediction algorithms
Decision trees
Rule learners
Linear/logistic regression
Nearest neighbor learning
Support vector machines
Properties of prediction algorithms and practical exercises
Combining classifiers

Experimental setup 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

Attribute selection Filter methods
Wrapper methods
Data discretization
Unsupervised discretization
Supervised discretization
Data transformations
PCA and variants
Exercises

Introduction Probabilities
Rule of Bayes and Conditional Independence
Naive Bayes
Application to spam filtering
Bayesian Networks
Graphical representation
Independence and correlation
Temporal models
Markov Chains
Hidden Markov Models

Introduction to Exploratory Data Mining Association discovery
What is association discovery?
What are the challenges?
In detail: Apriori
Clustering
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

Introduction Hands-on by participants
Discussion of results

Modes of Training


Self Paced
Get previous live recorded training videos access and learn.
Fast Track
Start and Complete training in fast mode and implement.

Weekend
Get training only on weekends as per your convenient.

Instructor LED Live Training.
Get live training with real time expert.


Corporate Training
Get training for your employees for new skills.


One-One Training
Don’t like to get training in a batch get specialised 1-1 training.

Trainings Features


Instructor LED Sessions
Get Live Instructor LED interactive Sessions.


Assignments
Total training will be followed by practical assignments for practical understanding.

Lifetime access
We give a life time access to the recorded videos of your training.

Certification
After Completion of training you will receive a course completion certificate from HKR Trainings.

Convenient Timing
3Select convenient timing to get trained.



Real time Examples
While training in progress get real time scenarios with examples for clear understanding.

FAQs


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.

Reviews

Clients Reviews

Certification Process


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.