Data Science Training by Experts

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Our Training Process

Data Science - Syllabus, Fees & Duration

MODULE 1

  • The Data Science Process
  • Apply the CRISP-DM process to business applications
  • Wrangle, explore, and analyze a dataset
  • Apply machine learning for prediction
  • Apply statistics for descriptive and inferential understanding
  • Draw conclusions that motivate others to act on your results

MODULE 2

  • Communicating with Stakeholders
  • Implement best practices in sharing your code and written summaries
  • Learn what makes a great data science blog
  • Learn how to create your ideas with the data science community

MODULE 3

  • Software Engineering Practices
  • Write clean, modular, and well-documented code
  • Refactor code for efficiency
  • Create unit tests to test programs
  • Write useful programs in multiple scripts
  • Track actions and results of processes with logging
  • Conduct and receive code reviews

MODULE 4

  • Object Oriented Programming
  • Understand when to use object oriented programming
  • Build and use classes
  • Understand magic methods
  • Write programs that include multiple classes, and follow good code structure
  • Learn how large, modular Python packages, such as pandas and scikit-learn, use object oriented programming
  • Portfolio Exercise: Build your own Python package

MODULE 5

  • Web Development
  • Learn about the components of a web app
  • Build a web application that uses Flask, Plotly, and the Bootstrap framework
  • Portfolio Exercise: Build a data dashboard using a dataset of your choice and deploy it to a web application

MODULE 6

  • ETL Pipelines
  • Understand what ETL pipelines are
  • Access and combine data from CSV, JSON, logs, APIs, and databases
  • Standardize encodings and columns
  • Normalize data and create dummy variables
  • Handle outliers, missing values, and duplicated data
  • Engineer new features by running calculations • Build a SQLite database to store cleaned data

MODULE 7

  • Natural Language Processing
  • Prepare text data for analysis with tokenization, lemmatization, and removing stop words
  • Use scikit-learn to transform and vectorize text data
  • Build features with bag of words and tf-idf
  • Extract features with tools such as named entity recognition and part of speech tagging
  • Build an NLP model to perform sentiment analysis

MODULE 8

  • Machine Learning Pipelines
  • Understand the advantages of using machine learning pipelines to streamline the data preparation and modeling process
  • Chain data transformations and an estimator with scikit- learn’s Pipeline
  • Use feature unions to perform steps in parallel and create more complex workflows
  • Grid search over pipeline to optimize parameters for entire workflow
  • Complete a case study to build a full machine learning pipeline that prepares data and creates a model for a dataset

MODULE 9

  • Experiment Design
  • Understand how to set up an experiment, and the ideas associated with experiments vs. observational studies
  • Defining control and test conditions
  • Choosing control and testing groups

MODULE 10

  • Statistical Concerns of Experimentation
  • Applications of statistics in the real world
  • Establishing key metrics
  • SMART experiments: Specific, Measurable, Actionable, Realistic, Timely

MODULE 11

  • A/B Testing
  • How it works and its limitations
  • Sources of Bias: Novelty and Recency Effects
  • Multiple Comparison Techniques (FDR, Bonferroni, Tukey)
  • Portfolio Exercise: Using a technical screener from Starbucks to analyze the results of an experiment and write up your findings

MODULE 12

  • Introduction to Recommendation Engines
  • Distinguish between common techniques for creating recommendation engines including knowledge based, content based, and collaborative filtering based methods.
  • Implement each of these techniques in python.
  • List business goals associated with recommendation engines, and be able to recognize which of these goals are most easily met with existing recommendation techniques.

MODULE 13

  • Matrix Factorization for Recommendations
  • Understand the pitfalls of traditional methods and pitfalls of measuring the influence of recommendation engines under traditional regression and classification techniques.
  • Create recommendation engines using matrix factorization and FunkSVD
  • Interpret the results of matrix factorization to better understand latent features of customer data
  • Determine common pitfalls of recommendation engines like the cold start problem and difficulties associated with usual tactics for assessing the effectiveness of recommendation engines using usual techniques, and potential solutions.

Download Syllabus - Data Science
Course Fees
10000+
20+
50+
25+

Data Science Jobs in Madurai

Enjoy the demand

Find jobs related to Data Science in search engines (Google, Bing, Yahoo) and recruitment websites (monsterindia, placementindia, naukri, jobsNEAR.in, indeed.co.in, shine.com etc.) based in Madurai, chennai and europe countries. You can find many jobs for freshers related to the job positions in Madurai.

  • Data Scientist
  • Data Analyst
  • Data Engineer
  • Data Storyteller
  • Machine Learning Scientist
  • Machine Learning Engineer
  • Business Intelligence Developer
  • Database Administrator
  • ML Engineer
  • Computer Vision Engineer

Data Science Internship/Course Details

Data Science internship jobs in Madurai
Data Science There are numerous reasons why you should take this course. You'll have a personal mentor who will keep track of your development. Today's Data Scientists must possess a wide range of abilities, including the ability to work with large amounts of data, parse that data, and translate it into an easily comprehensible format from which business insights may be drawn. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. A Data Scientist is a highly skilled someone with advanced mathematical, statistical, scientific, analytical, and technical abilities who can prepare, clean, and validate organized and unstructured data for industries to utilize in making better decisions. Exercises, tasks, and projects that are completed in real-time 24 hours a day, 7 days a week, A large network of like-minded newbies, an industry-recognized intellipaat credential, and individualized employment support Several data scientist responsibilities are listed below. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. Effectively analyze both organized and unstructured data Create strategies to address company issues. Identify and collect data from data sources. The top Data Science course online for professionals who wish to expand their knowledge base and start a career in this industry is NESTSOFT in Madurai.

List of All Courses & Internship by TechnoMaster

Success Stories

The enviable salary packages and track record of our previous students are the proof of our excellence. Please go through our students' reviews about our training methods and faculty and compare it to the recorded video classes that most of the other institutes offer. See for yourself how TechnoMaster is truly unique.

List of Training Institutes / Companies in Madurai

  • TNEBOffice | Location details: Vadamadurai, Tamil Nadu 624802, India | Classification: Electricity board, Electricity board | Visit Online: | Contact Number (Helpline):
  • VRLLogistics-Virudhunagar | Location details: Gingily Oil, No. 117, Madurai Rd, Near Pasumark, Lakshmi Nagar, Sivagami Puram, Virudhunagar, Tamil Nadu 626001, India | Classification: Transportation service, Transportation service | Visit Online: vrlgroup.in | Contact Number (Helpline): +91 93440 24453
  • ICICIBankTirunelveliJunction-Branch&ATM | Location details: Ground Floor, Lion Arcade, Office 1 A, Sindupoondurai West Street, Madurai Road, Tirunelveli, Tirunelveli, Tamil Nadu 627001, India | Classification: Bank, Bank | Visit Online: icicibank.com | Contact Number (Helpline): +91 73056 67777
  • CenturyMindsWebsiteDesignersInMadurai|SoftwareDevelopmentCompanyInMadurai | Location details: Bypass Road 28/76, Jawahar 1st Street, Byepass Road, S S Colony, Tamil Nadu 625010, India | Classification: Web Designer, Web Designer | Visit Online: centuryminds.com | Contact Number (Helpline): +91 72007 51000
  • CenturyMindsWebsiteDesignersInMadurai|SoftwareDevelopmentCompanyInMadurai | Location details: Bypass Road 28/76, Jawahar 1st Street, Byepass Road, S S Colony, Tamil Nadu 625010, India | Classification: Web Designer, Web Designer | Visit Online: centuryminds.com | Contact Number (Helpline): +91 72007 51000
  • CenturyMindsWebsiteDesignersInMadurai|SoftwareDevelopmentCompanyInMadurai | Location details: Bypass Road 28/76, Jawahar 1st Street, Byepass Road, S S Colony, Tamil Nadu 625010, India | Classification: Web Designer, Web Designer | Visit Online: centuryminds.com | Contact Number (Helpline): +91 72007 51000
  • SubramanianPlumbingWorks | Location details: 45madurai road, Sivagami Puram, Virudhunagar, Tamil Nadu 626001, India | Classification: Plumber, Plumber | Visit Online: | Contact Number (Helpline):
  • CenturyMindsWebsiteDesignersInMadurai|SoftwareDevelopmentCompanyInMadurai | Location details: Bypass Road 28/76, Jawahar 1st Street, Byepass Road, S S Colony, Tamil Nadu 625010, India | Classification: Web Designer, Web Designer | Visit Online: centuryminds.com | Contact Number (Helpline): +91 72007 51000
  • CenturyMindsWebsiteDesignersInMadurai|SoftwareDevelopmentCompanyInMadurai | Location details: Bypass Road 28/76, Jawahar 1st Street, Byepass Road, S S Colony, Tamil Nadu 625010, India | Classification: Web Designer, Web Designer | Visit Online: centuryminds.com | Contact Number (Helpline): +91 72007 51000
  • ColdCoconutMilkCoimbatore(KOVAI) | Location details: Sashwin Food Products, 1/449, MTP Main Road, Kothari Nagar, Thoppampatti Pirivu, K. Vadamadurai, Coimbatore, Tamil Nadu 641017, India | Classification: Beverage distributor, Beverage distributor | Visit Online: business.site | Contact Number (Helpline):
  • CenturyMindsWebsiteDesignersInMadurai|SoftwareDevelopmentCompanyInMadurai | Location details: Bypass Road 28/76, Jawahar 1st Street, Byepass Road, S S Colony, Tamil Nadu 625010, India | Classification: Web Designer, Web Designer | Visit Online: centuryminds.com | Contact Number (Helpline): +91 72007 51000
  • ThehsildharOffice | Location details: Manamadurai, Sivaganga, NH-226, Manamadurai Sivagangai Main Road, Sivaganga, Sivaganga, 630606, India | Classification: , | Visit Online: tn.gov.in | Contact Number (Helpline):
  • CenturyMindsWebsiteDesignersInMadurai|SoftwareDevelopmentCompanyInMadurai | Location details: Bypass Road 28/76, Jawahar 1st Street, Byepass Road, S S Colony, Tamil Nadu 625010, India | Classification: Web Designer, Web Designer | Visit Online: centuryminds.com | Contact Number (Helpline): +91 72007 51000
  • COSConsultancyServicesMadurai | Location details: No. 6/13 Kamaraj Nagar, 4th St, Tallakulam, Tamil Nadu 625002, India | Classification: Engineering consultant, Engineering consultant | Visit Online: cosconsultancyservices.com | Contact Number (Helpline): +91 94430 63037
  • SaiServiceStation | Location details: Kochi - Madurai - Dhanushkodi Rd, Karingachira, Thrippunithura, Ernakulam, Kerala 682305, India | Classification: Car dealer, Car dealer | Visit Online: saiservice.com | Contact Number (Helpline): +91 484 329 4400
  • CenturyMindsWebsiteDesignersInMadurai|SoftwareDevelopmentCompanyInMadurai | Location details: Bypass Road 28/76, Jawahar 1st Street, Byepass Road, S S Colony, Tamil Nadu 625010, India | Classification: Web Designer, Web Designer | Visit Online: centuryminds.com | Contact Number (Helpline): +91 72007 51000
  • HitzSoft - Web Development Company Madurai Address: Valaiyal Kadai, Madurai Main, Madurai, Tamil Nadu Phone: 081909 53574 , website:www.hitzsoft.com/
  • Biznet Learning Solutions Address: 275,3rd Floor,P.S.M. Towers,Above 144 Kailikal, Kamarajar Salai, Keelavasal Stop, Madurai, Tamil Nadu 625009 Phone: 090435 95605 , website:biznetlearningsolutions.com/
  • Agastyaa Group of Institutions Address: Plot no:8,, Balaji colony, Ponmeni, Madurai, Tamil Nadu 625016 Phone: 088835 23444 , website:www.agastyaa.com/
  • Solartis Technology Services Pvt.Ltd Address: 2nd Floor Sorna Thiru Towers, Plot Number 288, Anna Nagar, Sathamangalam, Madurai, Tamil Nadu 625020 Phone: 090479 18362 , website:https://www.solartis.com/
  • Cogzidel Technologies Address: 184, North Veli Street, Madurai, Tamil Nadu 625001 Phone: 0452 234 4002 , website:www.cogzidel.com/
 courses in Madurai
Before 2010, Madurai town became a part of Madurai Urban Agglomeration (UA) that comprised one municipal enterprise,five 3 municipalities,6 six census cities 7 and 4 city panchayats. The location surrounding the temple became evolved in 4 concentric squares. it were the capital of the sooner Pandyan Kingdom. It is the second one biggest town in phrases of location and the 1/3 biggest in phrases of populace withinside the nation. Some towns nevertheless hold the legacy in their superb past (Ramachandran, 1989). and global location unit coming to Madurai and taking part in a historic excellence. A rapidly developing financial system until the 1980s, the town is presently witnessing numerous backwash effects, with fast declining populace boom and monetary base. In the 16th century, the Meenakshi Amman Temple became constructed primarily based totally at the sacred geometry of the Vaastu Shastra4 (Smith, 1976), which nevertheless impacts the prevailing-day morphology and boom of the town. This association prevails until date with the temple gambling a pivotal position withinside the morphology of the town. The spatial enlargement of Madurai has taken location alongside the important transportation corridors (railway line, country wide highways and seven important district roads) in a radial pattern.

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