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 Pathanamthitta

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

  • 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 Pathanamthitta
Data Science 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 Pathanamthitta. 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. 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. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. To find trends and patterns, use algorithms and modules. . 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. There are numerous reasons why you should take this course. Create data strategies with the help of team members and leaders. Identify and collect data from data sources.

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 Pathanamthitta

  • NATIONALMOTORS | Location details: Maliyackal building, vettipuram east, mylapra p.o, Vettipuram, Pathanamthitta, 689671, India | Classification: Car dealer, Car dealer | Visit Online: forcemotors.com | Contact Number (Helpline): +91 468 232 5144
  • JanAushadhiStore | Location details: VIII/290(10),Thavalathil Building, near General Hospital, Pathanamthitta, Kerala 689645, India | Classification: Pharmacy, Pharmacy | Visit Online: | Contact Number (Helpline): +91 94477 16302
  • Patrickstore | Location details: Naduvathu Building Karemvely, Nellikala, Pathanamthitta, Kerala 689643, India | Classification: E-commerce service, E-commerce service | Visit Online: patrickstore.app | Contact Number (Helpline): +91 92071 89011
  • ThomsonBakeryAndRestaurant | Location details: KSRTC Rd, Pathanamthitta, Kerala 689645, India | Classification: Bakery, Bakery | Visit Online: thomsonbakeryandrestaurant.com | Contact Number (Helpline): +91 89430 44333
  • MRBakery,Pathanamthitta | Location details: NH 183A, Pathanamthitta, Kerala 689645, India | Classification: Breakfast restaurant, Breakfast restaurant | Visit Online: | Contact Number (Helpline):
  • PopularHyundai-Pathanamthitta | Location details: Star Centre, Ring Road, Nannuakkadu, Pathanamthitta, Kerala 689645, India | Classification: Car dealer, Car dealer | Visit Online: popularhyundai.com | Contact Number (Helpline): +91 98950 90624
  • MalayalamSkodaPathanamthitta | Location details: Kozhencherry, Road, Churulikodu, Pathanamthitta, Kerala 689645, India | Classification: Skoda dealer, Skoda dealer | Visit Online: malayalammotorsskoda.co.in | Contact Number (Helpline): +91 79092 57016
  • MarikarMotorsServiceCentre | Location details: Santhosh Jn, College Rd, Pathanamthitta, Kerala 689645, India | Classification: Motor vehicle dealer, Motor vehicle dealer | Visit Online: marikarmotors.com | Contact Number (Helpline): +91 81118 71222
  • RenaultPathanamthitta | Location details: Kunnathu Building, T.K.Road St.Peter's Junction Nannuvakkad, Pathanamthitta, Kerala 689645, India | Classification: Car dealer, Car dealer | Visit Online: renault.co.in | Contact Number (Helpline): +91 85272 37785
  • NinansComputerService | Location details: 2nd Floor PKR Centre, Opp KSRTC Bus Stand, Pathanamthitta, Kerala 689645, India | Classification: Computer repair service, Computer repair service | Visit Online: business.google.com | Contact Number (Helpline): +91 95440 00114
  • MarutiSuzukiTrueValue(AVGMotors,Pathanamthitta) | Location details: Mukkaranathu Building, Azhoor, Pathanamthitta, Kerala 689645, India | Classification: Used car dealer, Used car dealer | Visit Online: avgmotors.co.in | Contact Number (Helpline): +91 75102 72222
  • AriyansGroupOfTechnologies | Location details: Thottathil Buildings, Kumbazha, Pathanamthitta, Kerala 689653, India | Classification: Website designer, Website designer | Visit Online: ariyansgroup.com | Contact Number (Helpline): +91 468 233 3123
  • AshokLeylandTVSundramIyengarAndSonsLimited | Location details: Thiruvalla-Kumbazha Highway, Churulikkodu, Pathanamthitta, Kerala 689668, India | Classification: Truck dealer, Truck dealer | Visit Online: | Contact Number (Helpline): +91 81118 89351
  • VolkswagenPATHANAMTHITTA | Location details: Churulikkodu, Pathanamthitta, Kerala 689645, India | Classification: Volkswagen dealer, Volkswagen dealer | Visit Online: volkswagen.co.in | Contact Number (Helpline):
  • ForceMotorsShowroom&ServiceCenter | Location details: Maliyackal Building,thazhevettipuram Mylapara p o, Pathanamthitta, Kerala 689645, India | Classification: Motor vehicle dealer, Motor vehicle dealer | Visit Online: forcemotors.com | Contact Number (Helpline): +91 90482 06132
  • PopularMaruti(PopularVehicles&ServicesLtd.) | Location details: Valayil Building, Near St Peters Church, Nannuvakadu Junction, Thiruvalla-Kumbazha Hwy, Chittoor, Pathanamthitta, Kerala 689645, India | Classification: Motor vehicle dealer, Motor vehicle dealer | Visit Online: popularmaruti.com | Contact Number (Helpline): +91 1800 123 8090
  • GAINSNAV Address: Revenue Tower Ground Floor, Pathanamthitta dist, Thiruvalla, Kerala 689101 Phone: 094477 00906, website: gainsnav.com
  • Technoscan Inspection Services Address: Budhanikunnil building, Opp Muthoot Finance, College Junction, Pathanamthitta, Pathanamthitta - Kaipattoor Rd, Makkamkunnu, Azhoor, Pathanamthitta, Kerala 689645 Phone: 0468 222 3456, website: technoscaninspection.com
  • NSS Training College Address: PANDALAM, PATHANAMTHITTA, 689501 Phone: 04734 252 252, website: www.nsstcpdlm.org
  • Software Companies in Pathanamthitta

    1. Root 5 Solutions Address: Kumbazha Malayalapuzha Rd, Malayalapuzha, Kerala 689653 Phone: 097445 71027, website: www.root5solutions.com
    2. Pragmachs Digital Address: Building #14C, Greenland, Pynummood, Mavelikara, Kerala 690108 Phone: 0479 234 1293, website: www.pragmachs.com
 courses in Pathanamthitta
Marthoma College, Tiruvalla, B A . 32/«92/B. There a it 5 sub divisional academic places of work beneathneath ihe Pathanamthitta department, viz. out oi which woodland comes a place ot 1466. B. dry season from Deceral;er to Fcbniary and hot Season from March to May. iffed with professionals in diverse branches of medicine, like surgery, gynaecology, paediatrics, ENT, ophthalmology and Orthopaedics. The district has inor»*. The district has a complete geographical vicinity of 2694. DEVELOPMENTAL ACTIVITIES Agriculture Agriculture is the primary career of tiie people.

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