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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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20+
50+
25+

Data Science Jobs in Ahmedabad

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

  • 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 Ahmedabad
Data Science Identify and collect data from data sources. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. 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. Effectively analyze both organized and unstructured data Create strategies to address company issues. 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. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. Cleaning and validating data to ensure that it is accurate and consistent. To find trends and patterns, use algorithms and modules.

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 Ahmedabad

  • DivwyTechnologies-ALeadingEnterpriseWeb,Mobile,AR/VR/AI&DigitalMarketingAgency | Location details: 107, 1st Floor Earth Retail Nr. Bhadaj Circle, Science City Circle, 200 Ft, Ring Road, Ahmedabad, Gujarat 380060, India | Classification: Software company, Software company | Visit Online: divwytechnologies.com | Contact Number (Helpline): +91 97273 13444
  • DigitalMarketingCourseAndSEOTrainingInAhmedabad | Location details: 133, Chinubhai Tower, Near HK College, Ashram Rd, opp. Handloom House, Ahmedabad, Gujarat 380009, India | Classification: Training centre , Training centre | Visit Online: traininginseo.in | Contact Number (Helpline): +91 99797 67991
  • VaInfotech | Location details: 209, Ashwamegh Alligance, Nr. Kalyan Jewellers, Ambawadi, Ahmedabad, Gujarat 380006, India | Classification: Website designer, Website designer | Visit Online: vainfotech.com | Contact Number (Helpline):
  • ShreejiWeb&AppCreation | Location details: 324 3rd Floor, Yash Arian, Nr SwamiVivekanand Chowk, Memnagar Rd, Ahmedabad, Gujarat, India | Classification: Website designer, Website designer | Visit Online: shreejiweb.com | Contact Number (Helpline): +91 96012 92573
  • LxDigitalMarketing|SEOCompanyInAhmedabad | Location details: Jagdamba Society, Jay Bhavani Society, Jivraj Park, Ahmedabad, Gujarat 380051, India | Classification: Internet marketing service, Internet marketing service | Visit Online: wordpress.com | Contact Number (Helpline):
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  • SEO&InternetMarketingCompanyInAhmedabad | Location details: 305, Shikhar Complex,, Opposite Navneet House, Gurukul,, Ahmedabad, Gujarat 380052, India | Classification: Information and technology services, Information and technology services | Visit Online: seo-ahmedabad.com | Contact Number (Helpline): +91 99251 81484
  • NewHorizons | Location details: 201 202, Akshar Arcade, Navrangpura, Opposite Memnagar Fire Station/, Near Vijay Cross Road, Navrangpura, Ahmedabad, Gujarat 380003, India | Classification: Computer training school, Computer training school | Visit Online: | Contact Number (Helpline): +91 79 2646 5191
  • NavrangpuraPostOffice | Location details: At, Navrangpura Rd, navrangpura post office Bus Stop, near Ganesh Plaza, Ahmedabad, Gujarat 380009, India | Classification: Post office, Post office | Visit Online: indiapost.gov.in | Contact Number (Helpline): +91 79 2644 1933
  • IndiaMARTInterMESHLtd | Location details: 206, 2nd Floor, Syammers Complex, Sanand - Sarkhej Rd, Ahmedabad, Gujarat 382210, India | Classification: Internet marketing service, Internet marketing service | Visit Online: indiamart.com | Contact Number (Helpline):
  • DivyaBhaskarAhmedabadCityOffice | Location details: 2nd Floor, Bhadraraj Chamber, C G Road,, Swastik Cross Road, Shrimali Society, Navrangpura, Ahmedabad, Gujarat 380009, India | Classification: News service, News service | Visit Online: epaper.divyabhaskar.co.in | Contact Number (Helpline): +91 79 2644 4102
  • WebindiaInc | Location details: 402, 4th Floor, Parth Complex,, Swastik Cross Road, C G Road, Ahmedabad, Gujarat 380009, India | Classification: Internet marketing service, Internet marketing service | Visit Online: webindiainc.com | Contact Number (Helpline): +91 1800 123 290 290
  • YatharthMarketing-CorporateSalesTrainingPrograms|SalesTrainingCompany-India | Location details: 402, City Center, Opp. Shukan Mall, Science City Rd, Ahmedabad, Gujarat 380060, India | Classification: Consultant, Consultant | Visit Online: yatharthmarketing.com | Contact Number (Helpline): +91 90997 99898
  • KrishMarketing | Location details: G-1111, 11th Floor, Titanium City Center,, Anand Nagar Road, Satellite, Ahmedabad, Gujarat 380015, India | Classification: Internet marketing service, Internet marketing service | Visit Online: | Contact Number (Helpline): +91 79 4891 9033
  • SEO,DigitalMarketingTrainer&Consultant-KrunalBrahmkshatriya | Location details: 866/Sutharwas, Opp. Ranchhodji Temple, Divyang Electronics Line, Ahmedabad, Gujarat 382440, India | Classification: Internet marketing service, Internet marketing service | Visit Online: business.site | Contact Number (Helpline):
  • UnitechMarketingCorporation | Location details: 712, Shiromani Complex, Opp. Ocean Park, Satellite Road, Ahmedabad, Gujarat 380015, India | Classification: Marketing consultant, Marketing consultant | Visit Online: | Contact Number (Helpline): +91 79 4030 8071
  • Elephant Consulting - Web Development Company Address: Atlanta Tower, Vasundhra Colony, Gulbai Tekra, Ahmedabad, Gujarat 380009 Phone: 079 4035 9224 , Website: webelephants.com/
  • Institute of Infrastructure Technology Research and Management Address: Near Khokhara Circle, Maninagar East, Ahmedabad, Gujarat 380026 Phone: 079 2929 2910 , Website: iitram.ac.in/
  • Radix Software Services Pvt Ltd. Address: B/30 Adarsh Society, Near Kaashi Parekh Complex,, Swastik Society Road,, C. G. Road,, Ahmedabad, Gujarat 380009 Phone: 079 2640 0685 , Website: radixweb.com/
  • Tej SolPro - Digital, SEO, Social Media Marketing Company Address: A-915, Siddhi Vinayak Tower,, Nr. Kataria Tower,, Makarba, Ahmedabad, Gujarat 380051 Phone: 098989 15234 , Website: https://tej9.com/
  • SEO Services Company Ahmedabad - Top SEO Booster, Online Marketing Services Providers in Ahmedabad Address: TOP SEO BOOSTER - 7/A - Gopalbaug society,, B/h Bhairavnath bus-stop, Bhairavnath road,, Mininagar,, Ahmedabad, Gujarat 380008 Phone: 088660 99077 , Website: https://www.witsolution.in/seo-company-ahmedabad.html
 courses in Ahmedabad
In 1991 the usa`s city popu- lation accounted for approximately 26 percentage of its general popula- tion. India`s decadal city populace increase price declined from forty six percentage in 1971-eighty one to forty six. The slowing down of city populace increase price has been attributed to below-enumeration of city populace through a few scholars, others recollect a decline in quantity of rural-city migration, identity of fewer new cities and growing awareness of popu- lation in rural vicinities of massive city centres to be essential factors. At AMC degree, an SNP mobileular changed into set up below the executive supervision of a deputy commissioner to coordinate the sports of the diverse departments concerned. Ahmedabad has been a rich town at some stage in the history. The conventional composite generators commenced ultimate down due to their obsolescence and the production shifted to the energy loom quarter. INTRODUCTION: THE CITY A. Cities with popula- tion of greater than 1,000,000 have improved from nine in 1971 to 35 in 2001. Since 1975, the economic system commenced stagnating, as a quantity of fabric generators closed down, and frequent industrial riots deterred extra investments withinside the town. Presently Ahmedabad is the economic capital of the nation of Gujarat , it's also a prime commercial and finan- cial town contributing approximately 14% of the entire investments in all inventory exchanges in India and 60% of the entire productiveness of the nation.

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