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Data Science with Python Training in Chennai:

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Greens Technology Tambaram is one of the best Data Science with Python Training Institutes in Chennai Tambaram. We are focusing Placement based hands-on training for Data Science with Python Course. Our Data Science with Python course Trainers are taking the classes from basic level to Advanced Level. So, our Students can get the job easily in MNC companies in Chennai and Bangalore once complete their Data Science with Python Classes. Our Data Science with Python Course content and syllabus are revised monthly once by our experienced trainers. Our Data Science with Python training syllabus is designed for fulfilled to our student’s needs. So, you can get the up-to-date technical knowledge in Data Science with Python field. Our 6+ years of experienced trainers are working hard to improve their student knowledge and helps to attend the interviews confidently.

Our Training center offering Data Science with Python Training in various places around the Chennai. We are providing well infrastructure with fully equipped lab facilities to our students. We pay more attention to the needs of our students. Already we have trained more than 200+ Students in Chennai with placement.Data Science with Python Training timing schedule on weekday classes, Weekend classes, Evening classes and Fast Track classes. Our Data Science with Python Course fees is based on student’s requirement and value for money. After completing Data Science with Python Classes, providing free resume building classes, Aptitude classes, Mockup Interview Sessions.

Our Data Science with Python Course syllabus covering some important topics like Linux Fundamental, Boot and Package management, User Administration, Run Level, Service protocol, Introduction Cloud computing, Virtualization, Load Balancing, EBS, Storage on Cloud, cloud infront, Data Science with Python real-time project and Data Science with Python placement training in Chennai.

Data Science with Python Training in Chennai syllabus:

Python Syllabus:

  • Introduction to Python

    • What is Python?
    • Why Python?
    • Installing Python
    • Anaconda
    • Spyder

  • Understanding Python Data Structure

    • Atomic Data Types
    • Tuple
    • List
    • Dictionary
    • Numpy Array
    • Numpy Matrix
    • Pandas Data Frame

  • Data Processing

    • Selecting rows/observations
    • Selecting columns/fields
    • Vectorized Processing
    • Split
    • Merging data
    • Relabelling the column names
    • Sorting

  • Control Instructions

    • If
    • For
    • List Comprehension
    • While
    • Repeat
    • Break
    • Next

  • Optimized Data Processing

    • Groupby
    • Aggregate
    • Apply
    • Multiple functions for same data
    • Same function for multiple data
    • Multiple functions for multiple data

  • Functions

    • Creating user defined functions
    • Calling functions
    • Argument Matching
    • Default values
    • Return

  • Reading and Writing Data

    • Reading external csv file
    • Reading Options
    • Process read data
    • Writing csv file

  • Visualization

    • Histogram
    • Boxplot
    • Scatter Plot
    • Line Plot

Data Science with Python Syllabus

  • 1. Statsitical Analysis

    • Median
    • Quartiles
    • Correlation
    • Covariance

  • 2. Regression

    • Use case understanding
    • Linear Regression
    • Non Linear Regression
    • Multiple Regression
    • Model evaluation
    • Prediction using built model

  • 3. Clustering

    • Need for clustering
    • k-means clustering theory
    • Clustering is use case data
    • Visualization of clusters

  • 4. Dimensionality Reduction

    • Curse of dimension
    • Eigen Value Decomposition
    • Principal Component Analysis
    • Scree plots

  • 5. Web Scraping

    • Introduction to urllib2
    • Introduction to BeautifulSoup
    • Scraping data from Web
    • Data parsing

  • 6. Classification

    • Classification fundamentals
    • k-nn classification theory
    • Naïve Bayes Classification theory
    • Decision Tree
    • Random Forest
    • Classification of use case data
    • Classification accuracy and Confusion matrix

  • 7. Text Analytics

    • Introduction to NLTK
    • Feature extraction from text
    • Document Term Matrix
    • Text cleaning
    • Sentiment analysis of tweets

Data Science with Python Course Fees

Data Science with Python Syllabus Download

Data Science with Python Weekdays Training ( Morning, Day time & Evening)
Duration: 50 - 55 Hrs
Data Science with Python Weekend Training (Saturday, Sunday & Holiday)
Duration: 17 Weeks
Data Science with Python Fast Track Training
Duration: within 25 days

Data Science with Python Online Training in Chennai

Training in Tambaram providing best one-on-one Data Science with Python Online training in Chennai with Placement Assistance. Our trainers are conducting Data Science with Python Training to students through TeamViewer, Skype, GoToMeeting Software. We also offering Online Data Science with Python Fast Track Training with affordable course fees.

Data Science with Python Corporate Training in Chennai

In Training in Tambaram, offering Data Science with Python Corporate training in MNC Companies around the Chennai. We can take the Training for 15 to 20 employees in one Batch. Our corporate training based on updated Data Science with Python Syllabus. Our Data Science with Python Corporate trainers are specialized in their field and 10+ years of Experience in Data Science with Python Platform.

Data Science with Python Placement Training in Chennai

We are offering Placement training for our students after completing the Data Science with Python Classes. Our trainers are helps to attend the interview confidently. We are conducting resume preparation classes, Mockup Interviews, Aptitude Test.