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
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Data Science Jobs in Tiruchirappalli

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 Tiruchirappalli, chennai and europe countries. You can find many jobs for freshers related to the job positions in Tiruchirappalli.

  • 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 Tiruchirappalli
Data Science To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. Identify and collect data from data sources. The Data Science Process, Communicating with Stakeholders, Software Engineering Practices, Object-Oriented Programming, Web Development, ETL Pipelines, Natural Language Processing, Machine Learning Pipelines, Experiment Design, Statistical Concerns of Experimentation, A/B Testing, and Introduction to Recommendation Engines are some of the topics covered in. You'll have a personal mentor who will keep track of your development. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. 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 Tiruchirappalli. Create data strategies with the help of team members and leaders. 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. Data Science provides a diverse set of tools for analyzing data from a range of sources, including financial records, multimedia files, marketing forms, sensors, and text files. Creative thinking, problem-solving skills, curiosity, and a drive to learn about and investigate industry trends and development, as well as teamwork, are among the soft skills required by data scientists.

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 Tiruchirappalli

  • CUBEEngineeringConsultants&Contractors | Location details: Plot No.5, Vaigasi Street,, Selva nagar Extension, Ponnagar,, Tiruchirappalli, Tamil Nadu 620001, India | Classification: Engineering consultant consultant architect civil engineering construction structured building builders, Engineering consultant consultant architect civil engineering construction structured building builders | Visit Online: | Contact Number (Helpline): +91 99448 81179
  • KumarasamyAndAssociates(Auditor/TaxConsultant/ChartedAccountant) | Location details: W Blvd Rd, Tharanallur, Tiruchirappalli, Tamil Nadu 620008, India | Classification: Auditor, Auditor | Visit Online: | Contact Number (Helpline): +91 431 270 0677
  • ARKENGINEERINGANDPOWERCONSULTANTSPRIVATELIMITED | Location details: B - 201, 2nd Floor, Harihar Residency No.20, SH 49, Mannarpuram, Tiruchirappalli, Tamil Nadu 620020, India | Classification: Engineering consultant, Engineering consultant | Visit Online: arkengg.com | Contact Number (Helpline): +91 431 242 1730
  • STHREEENGINEERS(BuildingConstruction,CivilEngineers,LandSurveyor,ArchitectureInTrichy) | Location details: No:43F,First Floor,Canara Bank ATM Upstair,Pudukottai Main, Road,Subramaniapuram,, Tiruchirappalli, Tamil Nadu 620020, India | Classification: Engineering consultant consultant architect civil engineering construction structured building builders, Engineering consultant consultant architect civil engineering construction structured building builders | Visit Online: sthreeengineers.com | Contact Number (Helpline): +91 78713 13987
  • GURURAYARASSOCIATES | Location details: Srirangam, Thiruvanaikoil, Tiruchirappalli, Tamil Nadu 620005, India | Classification: Engineering consultant, Engineering consultant | Visit Online: gururayarassociates.com | Contact Number (Helpline): +91 86376 08759
  • GeniusVaasthuConsultancy&ResearchCentre | Location details: 9-A,Mahalaxmi Nagar 2nd East Street, Thanjavur Rd, Varaganeri, Tiruchirappalli, Tamil Nadu 620008, India | Classification: Consultant, Consultant | Visit Online: | Contact Number (Helpline):
  • FIVE-STARBUSINESSCREDITSLIMITED | Location details: No. 2, 2nd Floor, Bharathidasan Salai, Cantonment, Tiruchirappalli, Tamil Nadu 620001, India | Classification: Financial consultant, Financial consultant | Visit Online: | Contact Number (Helpline): +91 431 241 1216
  • StructuralEngineeringConsultant | Location details: 13/5, IV Cross, Sundar Nagar, Tiruchirappalli, Tamil Nadu 620021, India | Classification: Structural engineer, Structural engineer | Visit Online: business.site | Contact Number (Helpline): +91 99656 03220
  • ProAssertConsultancy | Location details: No. 7, Iluppur Road, Gnanathikam 620020, Gopalakrishnan Pillai St, Kallukuzhi, Tiruchirappalli, Tamil Nadu 620002, India | Classification: Consultant, Consultant | Visit Online: proassert.com | Contact Number (Helpline): +91 99409 56889
  • KamalEmiratesOverseasConsultancy | Location details: JJ Tower, III Floor, No.6, Marakadai Bus Stop, Opposite Government Syed Murthuja School, Madurai Road, Tiruchirappalli, Tamil Nadu 620008, India | Classification: Consultant, Consultant | Visit Online: | Contact Number (Helpline): +91 431 401 3080
  • RainbowConsultant | Location details: 41, TABS Complex, Williams Rd, Cantonment, Tiruchirappalli, Tamil Nadu 620001, India | Classification: Employment consultant, Employment consultant | Visit Online: | Contact Number (Helpline):
  • SWASTHIKGLOBALTECHNOLOGIES | Location details: No.142, E Adayavalanjan St, Srirangam, Tiruchirappalli, Tamil Nadu 620006, India | Classification: Consultant, Consultant | Visit Online: | Contact Number (Helpline):
  • PlacemeConsultants | Location details: TABS Complex, Ist Floor, Cantonment, Tiruchirappalli, Tamil Nadu 620001, India | Classification: Consultant, Consultant | Visit Online: placemeconsultants.com | Contact Number (Helpline): +91 97918 70916
  • GSTTaxRegistrationConsultantsTrichy|ITReturnFilingConsultantsTrichy | Location details: No 10, First Street New Colony, Mannarpuram, Tiruchirappalli, Tamil Nadu 620020, India | Classification: Tax consultant, Tax consultant | Visit Online: | Contact Number (Helpline): +91 99523 55685
  • TamilNaduNationalLawUniversity | Location details: Dindigul Main Road, Navalurkuttappattu, Srirangam, Tiruchirappalli, Tamil Nadu 620009, India | Classification: University , University | Visit Online: tnnlu.ac.in | Contact Number (Helpline): +91 431 269 2101
  • TRICHYCONSULTANCY | Location details: No. 5/1-A, KARTHICK NIVAAS, PUDUKOTTAI MAIN ROAD, 620 020, Sangillyandapuram, Tiruchirappalli, Tamil Nadu 620020, India | Classification: Employment consultant, Employment consultant | Visit Online: business.site | Contact Number (Helpline): +91 90808 73402
  • Thozhilathibar Teacher Training Institute Address: Trichy - Madurai Hwy, Melapachchakudi, Tamil Nadu 621316 Phone: 098424 47286 , website:www.ttti.co.in/
  • GOVERNMENT INDUSTRIAL TRAINING INSTITUTE Address: Near BHEL, Coimbatore-Trichy-Nagapattinam Highway, Thiruverumbur, Tamil Nadu 620014 Phone: 0431 255 2238 , website:ititrichy.blogspot.com/
  • Software Companies in Tiruchirappalli

    1. eQuadriga Software Address: 95, Bharathidasan Salai, Cantonment, Tiruchirappalli, Tamil Nadu 620001 Phone: 098942 33223

    Seo/Digital Marketting Companies in Tiruchirappalli

    1. Digitz Marketing Address: 6, Arasamara Street, Melapudur, Sangillyandapuram, Tiruchirappalli, Tamil Nadu 620001 Phone: 0431 403 0770 , website:www.digitz.in/
    2. Innovative Infomedia Business Solutions Address: Anbu Nagar First Cross St, Crawford, Anbu Nagar, Edamalaipatti Pudur, Tiruchirappalli, Tamil Nadu 620012 Phone: 096268 63659 , website:https://www.indiamart.com/innovativeinfomedia/
 courses in Tiruchirappalli
nine. Forests and Hills Forests and hill regions withinside the district represent 8% of the geographical location withinside the district. Industrial Economy Tiruchirappalli is a chief electricity engineering production hub withinside the kingdom. National Institute of Technology (NIT), Indian Institute of Management (IIM) and Indian Institute of InformationTechnology (IIIT) and St. 1. 8. Tiruchirappalli International airport is one of the busy and developing airports in the Tier II cities. 12. Being on the geographical centre of the kingdom, Tiruchirappalli is nicely linked via way of means of Road from all districts withinside the kingdom. The passenger and load information from Tiruchirappalli International Airport are given in Table four.

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