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Data Science using Phthon / R

LIVE
6 reviews
Ongoing

Course offered by Vinay

50 reviews

Introduction to R

 
o Installing R  
o Basic Operations In R
o Vectors, Factors, Matrices, Lists
o Loops & Conditional Statements
o Data Frames
 
PYTHON for Data Science
Data Visualization in Python

SQL
o Basics Of Sql
o Functions
o Advanced Sql using Window functions
TABLEAU 
o Tableau Interface
o Connecting To Data And Basic Visualizations
o Dashboard
INTRO TO DATA SCIENCE
o Intro To Data Science
o Data Mining
o Machine Learning
o Types Of Data Analytics
o Big Data
o Business Understanding
o Data Understanding
o Data Preparation
o Model Building
o Model Evaluation
o Model Deployment
 
Data Storage 
o Intro To Data Warehousing
o Defining Data Warehouse Dimension Modelling
o Designing A Data Warehouse
o Structure Of Data Warehouse
o Data Cubes
o Operations On Data Cube
Descriptive Statistics 
o Measures Of Central Tendency
o Spread Of The Data
o Association Between Variables
Inferential Statistics 
o Basics Of Probability
o Probability Distribution
o Sampling & Sampling Distribution
Hypothesis Testing 
o Concepts In Hypothesis Testing
o Setting Up Hypothesis Test
o When Not To Use Z-Test
Exploratory Data Analysis
o Introduction To Eda
o Univariate Analysis
o Multivariate Analysis
Linear Regression 
o Simple Linear Regression
o Multiple Linear Regression
Supervised Classification 1 
o Intro To Logistic Regression
o Multivariate Logistic Regression
o Model Evaluation
Supervised Classification 2
o Hyperplanes & Support Vector Machines
Unsupervised Learning: Clustering 
o Intro To Clustering
o K Means Algorithm
o K Means In R
o Hierarchical Clustering
o Hierarchical Clustering In R
Model Selection 
o Principles Of Model Selection
o Model Evaluation
Time Series 
o Intro To Time Series
o Working With Stationary Time Series
o End-To-End Analysis
Decision Trees 
o Intro To Decision Trees
o Algorithms For Decision Tree Construction
o Truncation & Pruning
Neural Networks
o Structure Of Neural Networks
o Information Flow In Neural Networks
o Training A Neural Network
o Training In Batches
o Representation Learning
o Recurrent Neural Networks
o Neural Networks In R
Ensembles 
o Bagging & Boosting
Spark 
o Intro To Spark
o Data Analysis Using Spark
o Data Analysis Using Sql
o Machine Learning Using Spark

Gallery (9)

Intro Video

+2 more

About the Trainer

5 Avg Rating

50 Reviews

69 Students

9 Courses

Vinay

B E Computer Science

Salesforce certified trainer Having 6 + Years Exp in Salesforce Development with overall 10 years exp. Trained from Salesforce Corporation in san Francisco USA. Successfully delivered 15 + enterprise solutions using Apex on the Lightning Platform. Already trained 100 + students and successfully placed in corporates.

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Reviews (6)

4 out of 5 6 reviews

Ignited Minds Technologies https://www.urbanpro.com/assets/new-ui/institute-100X100.png Yelahanka
4.8056
Ignited Minds Technologies
M

Data Science

"Infrastructure is very good and also the faculty, who are flexible and dedicated to make topics understand even for students with non program background. I highly recommend this. "

Ignited Minds Technologies
S

Data Science using Phthon / R

"Nice set up for training. Well defined course content. Very interactive training session. Good infrastructure.well thought and designed lectures. Would like to see courses on other streams like cloud and architecture and design. "

Ignited Minds Technologies
S

Data Science using Phthon / R

"Teaching staff is excellent. Concepts are well explained. There's a good explanation relating to the industrial application which makes learning more interesting. "

Ignited Minds Technologies
H

Data Science

"One of the best training institute in yelankha on data science. Very exp faculty. Very supportive management. Wroth for money. "

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4 out of 5 6 reviews

Ignited Minds Technologies https://www.urbanpro.com/assets/new-ui/institute-100X100.png Yelahanka
4.8056
Ignited Minds Technologies
M

Data Science

"Infrastructure is very good and also the faculty, who are flexible and dedicated to make topics understand even for students with non program background. I highly recommend this. "

Ignited Minds Technologies
S

Data Science using Phthon / R

"Nice set up for training. Well defined course content. Very interactive training session. Good infrastructure.well thought and designed lectures. Would like to see courses on other streams like cloud and architecture and design. "

Ignited Minds Technologies
S

Data Science using Phthon / R

"Teaching staff is excellent. Concepts are well explained. There's a good explanation relating to the industrial application which makes learning more interesting. "

Ignited Minds Technologies
H

Data Science

"One of the best training institute in yelankha on data science. Very exp faculty. Very supportive management. Wroth for money. "

Ignited Minds Technologies
G

Data Science

"Training is too good. I learned a lot from this institute. It is really great to learn technology from most experienced facilities. "

Ignited Minds Technologies
G

Data Science

"Superb training staff. Excellent coaching compare to other institute it's really friendly environment & cost wise also reasonable. "

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