Data Science Training in Bangalore

DATA SCIENCE COURSE CONTENT

Statistical Analysis:

Univariate Analysis

Measure of Central Tendency

Mean( Arithmetic, Geometrical, Harmonic)

Median

Mode( Categorical) 

Quartiles

1st, 2nd, 3rd, nth-Quartile 

Measures Of Dispersion

Range

IQR

Variance

Standard Deviation 

Distributions

Frequency Distributions

Normal Distribution ( Symmetric)

Asymmetric Distribution

Skewness

Kurtosis

Probability Distributions

Sampling Techniques

Estimate Sampling Errors

Degrees of Freedom

Confidence Intervals

Probability

Multivariate Analysis:

Correlation Analysis

Predictions

Regression Analysis

Linear Regression (Simple/Multi)

Non- Linear Regression

Logistic Regression

Lasso Models

Hypothesis Testing Models

Inferential Test Metrics

r-test

f-test

z-test

Chi-square test

student test

Data Mining:

All above +

Data Clustering/ Categorizations

Kmeans

KNN( K Nearest Neighbour) 

Predictives

Decisions Science(Operational Research)

Decision Tree

Random Forest 

Forecasting

Time Series Analysis(Time Line Estimation)

Season Identification

Trend Analysis

Bend Moment Analysis

Different Basket Analysis(Ex- Recommending)

Products/Features/Options

ARM(Association Role Management):

Apriori  Algoritham

FP Growth

Machine Learning:

All Stat + Mining

Supervised Learning

Unsupervised Learning

Data Sets used in ML

Train Set

Validation Set

Test Set

Gradient Desent Algorithm

Deployment of Modelfit in to Production

Testing Accuracy ( Performance ) of Production Modelfits

Rebuilding Models

Model Selection

Neural Networks:

Star + Mining + ML

Power of Brain

Where Brain Bad

Neuron Architecture

How Different Neurons Will Communicate

Stochastic Models

Developing Learning Systems Using Human Brain Models

Feature Extractions( Feature Engineering)

Recent Data Buffering

Influenced Data Buffering

Forward / Backward Propagation Algorithms

Deep Learning:

Integrated Best Features of Both Machine Learning and Neural Networks

Text Miuing:

Sentiment Analysis

User Behavioural Analysis

Graph Data Processing

Topic Categorization

Customer Review Analysis

Identifying User Expectations and Preferences

Topic Ranking

Recommender Engineers:

Collaborative Filtering

FPGrowth

Technicals:

Importance of Big Data for Data Science

Data Streaming for live Systems ( Ex-Flume/ Kufka)

Live Analytics ( Real time-Analytics) (Ex: STORM)

Micro Batch Process( Ex: Spark Streaming)

Batch Process(Ex: Hadoop)

Python Language 

Best institute of Data Science training with placements in bangalore Marathahalli, BTM layout<br />

Akshaya Learning (AL) is the best institute that provides the best Data Science training in Bangalore Marathahalli, BTM layout. We in AL have gathered the best certified trainers with more than 10 years of experience as well as working real time as data scientist for more than 7 years. Having real time certified trainer means getting real time scenarios for hands on practice. We in AL will provide you with the uncompromised assistance along with your training time, with your placements as well as resume building and interview preparations. We in AL will give you the best Data Science training in bangalore marathahalli, BTM layout. Data science free training in bangalore. We in AL offers the first two sessions for free, so the students can get the idea about the Data Science training and the course syllabus structure to get the better idea about data science before deciding for their future. We in AL gives you the opportunity to explore the great learning experience in Data Science training in bangalore marathahalli, BTM layout. We provide the best Data Science Classroom training in bangalore, Data Science online training. Data Science fast-track training. Data science one-on one training. We schedule classroom sessions either on weekdays or by weekends. As per the student requirements.

What is DataScience?

Data science is the same concept as data mining and big data. Using the most powerful hardware, the most powerful programming systems,and the most efficient algorithms to solve problems. Data science combines different fields of work in statistics and computation in order to interpret data for the purpose of decision making.Data science is all towards providing meaningful information based on large amounts of complex data. You can choose Data science with Python or you can  go with Data science with R( language). There is a lot of opportunities you can get with Data science. The field is as vibrant as it gets with time. Data Science is a field which requires extensive data related task, which is to say practical knowledge is essential for data scientists. We in AL will provide your 90% of the training practically than just theoretically. Which will only benefit you with more practical experience which will help you face the interview confidently and grab a job of your dreams.

Why DataScience at akshaya learning and how will it benefit?

Data science has recently became a popular term among business executives. As more companies become data-driven, professionals skilled in data science must keep updating their skills based on the current industry’s. Job profile of Data Scientist offers great opportunities to freshers who have the relevant skills and they have an extremely bright future ahead. According to Indeed,” in 2020, india will face a demand-supply gap of 20,000 data analytics professionals”. A large number of indian developers are running towards data science since it is the most-in-trend job role and is expected to have a great  future ahead as well.

Prerequisites for DataScience Training in Bangalore Marathahalli, BTM layout.

A degree in any field, as Masters degree, bachelor’s degree in physical science, social science, mathematics, and statistics, Bachelors in computer science, bachelor’s degree in engineering. Will help you kick start your career in data science. The basic understanding about development, database query languages, machine learning, programming, mathematics, statistics, data visualization, etc. what you need the most is, thrive for knowledge!! You are all set to go!

We in AL understands the importance of DATA SCIENCE. So we have collected the course content from the top companies and merged it  along side with data science, to provide you the best Data Science training in bangalore. You will learning from the scratch level to the advanced level, so that you will have a better understanding process. In AL Data Science training course syllabus you will be covering topics such as.. 

Benefits of getting enrolled in Akshaya Learning:
  • Career Guidance for freshers
  • First two hours sessions for free
  • Hands-on practice on live projects
  • Quality good training
  • Guidance from Certified trainers
  • Convenient Classroom trainings
  • Online training
  • One-on-one training
  • Corporate training
  • 100% placements assistance
  • Resume building assistance
  • Interview preparation assistance
  • Well equipped lab facilities for students
  • Fully committed management facilities

DataScience with python  Training with Certification Providing in Akshaya Learning. data analytics courses in bangalore with live project  development course in Bangalore. Akshaya Learning is the best dataScience training  institute in Bangalore with 100% placement Support Provided for Students. We will provide the Courses for beginners from Scratch to advanced Concepts in Real-time. Learn Datascience with python  training and placement as a fresher 

Data Science Interview Questions