Data Science Training by Experts

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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 Nagpur

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

  • 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 Nagpur
Data Science This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. Create data strategies with the help of team members and leaders. . There are numerous reasons why you should take this course. Experts provide immersive online instructor-led seminars. Identify and collect data from data sources. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. You may learn all of the skills and talents required to become a data scientist by enrolling in the top data science online courses in Nagpur. 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. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights.

List of All Courses & Internship by TechnoMaster

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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 Nagpur

  • ADVAMPSConsultancyServices | Location details: Central Bazar Road, Nagpur, Maharashtra 440010, India | Classification: Business management consultant, Business management consultant | Visit Online: advamps.com | Contact Number (Helpline): +91 90211 10066
  • AUVTechnology | Location details: Gurukrupa Apartment, 2nd, Wardha Rd, near Domino's, Somalwada Square, Nagpur, Maharashtra 440025, India | Classification: Software company, Software company | Visit Online: +91 99601 55585 | Contact Number (Helpline): auvtechnology.in
  • BajajFinancials | Location details: M-10, Modi Number 3, Shrikrishna Market, Sitabuldi, Nagpur, Maharashtra 440012, India | Classification: Stock broker, Stock broker | Visit Online: +91 712 256 5566 | Contact Number (Helpline): indiainfoline.com
  • VRLLogisticsLtd. | Location details: VINKAR VASAHAT Near Govt. Milk Dairy Nagpur, Dhanegaon, Nanded, Maharashtra 431603, India | Classification: Transportation service, Transportation service | Visit Online: | Contact Number (Helpline): +91 93722 84060
  • WebsiteDesignCompanyNagpur | Location details: Ambazari Layout, Verma Layout, Sudam Nagar, Ram Nagar, Nagpur, Maharashtra 440033, India | Classification: Website designer, Website designer | Visit Online: | Contact Number (Helpline): +91 80875 22200
  • UnicornEventManagement&MarketingPVTLTD | Location details: 250/A, Mata Mandir Rd, opp. The Shamrao Vithal Bank, Khare Town, Dharampeth, Nagpur, Maharashtra 440010, India | Classification: Event management company, Event management company | Visit Online: +91 712 254 5052 | Contact Number (Helpline): unicorngroup.co
  • PVREmpressCityMall,Nagpur | Location details: Empress City Mall,, 3rd Floor, near Gandhi Sagar Lake, Nagpur, Maharashtra 440018, India | Classification: Movie theater, Movie theater | Visit Online: +91 88009 00009 | Contact Number (Helpline): pvrcinemas.com
  • ProCreationsTechnologies-WebDevelopment | Location details: Hanuman Nagar, Nagpur, Maharashtra 440024, India | Classification: Software company, Software company | Visit Online: +91 98503 23279 | Contact Number (Helpline): procreations.in
  • DhanuBPOServices | Location details: Shiv Shakti, Plot #6, Mata Kanyaka Layout, Shilpa Nagar #2, Besa,, Nagpur-440037, Nagpur, Maharashtra 440037, India | Classification: BPO company, BPO company | Visit Online: dhanubpo.com | Contact Number (Helpline):
  • MiSMarketingSolution | Location details: RPTS Rd, Laxminagar, Nagpur, Maharashtra 440022, India | Classification: Internet marketing service, Internet marketing service | Visit Online: | Contact Number (Helpline):
  • SKCRANESERVICES | Location details: Pot No 25, Nagpur-Bhandara-Rajnandgaon-Raipur Rd, Pardi, Nagpur, Maharashtra 440035, India | Classification: Crane service, Crane service | Visit Online: | Contact Number (Helpline): +91 98503 05410
  • InternetMarketingNagpur | Location details: 5, Kalpataru Complex, Beside Garden,, Lakadganj, Nagpur, Maharashtra 440008, India | Classification: Internet marketing service, Internet marketing service | Visit Online: +91 93718 09990 | Contact Number (Helpline):
  • JKPlacement | Location details: Apartment, Mehar Prasad Complex, J K Placements Flat No 14, Ramdaspeth, Nagpur, Maharashtra 440010, India | Classification: Consultant, Consultant | Visit Online: jkplacements.weebly.com | Contact Number (Helpline): +91 83291 94663
  • PriyaTambe-Seo,DigitalMarketingSpecialistInNagpur | Location details: near Hanuman Mandir, Hiwari Nagar, Uday Nagar, Wardhaman Nagar Colony, Nagpur, Maharashtra 440008, India | Classification: Website designer, Website designer | Visit Online: | Contact Number (Helpline): business.site
  • AiravatCorporateServicesPvtLtd | Location details: 2nd Floor, Plot No.14, Behind Tukaram Sabhagruha, Suyog Nagar, Nagpur, Maharashtra 440015, India | Classification: Business networking company, Business networking company | Visit Online: airavatcs.in | Contact Number (Helpline): +91 98606 00040
  • TaoriMarketing | Location details: Yashwant Stadium, Abhyankar Marg, Yashwant Stadium, Dhantoli, Nagpur, Maharashtra 440012, India | Classification: Marketing, Marketing | Visit Online: | Contact Number (Helpline):
  • ALIF IT SOLUTIONS PVT. LTD. NAGPUR, INDIA. Address: Block No. 15, 4th Floor, JB Wing, Mangalwari Complex,, Near Sadar Bazaar Road, Civil Lines, Nagpur, Maharashtra 440001 Phone: 075072 31555, website: www.alifitsolutions.com
  • 21 Century Web Address: 15, Software Technology Park,, Link Road, Sadar,, Nagpur, Maharashtra 440001 Phone: 0712 254 3006, website: www.21centuryweb.com
  • MKSSS Cummins College of Engineering for Women Address: Village Sukali, Dist Nagpur, Hingna, Maharashtra 441110 Phone: 07104 280 054, website: maharshikarve.ac.in
  • INDIAN INSTITUTE OF MANAGEMENT AND ENGINEERING (IIME) Address: FLAT NO – 301 3RD FLOOR LIFESTYLE APARTMENT PAGALKHANA SQUARE,, Chhindwara Rd, Rajnagar, Nagpur, Maharashtra 440013 Phone: 0712 663 4797, website: www.iimeindia.co.in
  • Segen Corporation Address: 90, Tidke Bhavan, East Wardhman Nagar, Nagpur, Maharashtra 440008 Phone: 093718 09990, website: segen.in
 courses in Nagpur
Ltd. a . It is likewise thoroughly related to the relaxation of the u . a . The early symptoms and symptoms are already present – fast urbanisation;a hundred and forty a growing `mall subculture`141 ; encouragement of entrepreneurship 142 and hobby from overseas and home investors143 . Together this has intended that English and Hindi revel in a standing this is at par with that of the town`s local language, Marathi. Km Nagpur stays a town with exquisite monetary potential. In fact, it's miles the biggest town in a 500km radius and acts as an academic, fitness and buying and selling hub now no longer only for smaller towns and cities in Maharashtra, however additionally for the ones withinside the neighbouring states of Andhra Pradesh, Chattisgarh and Madhya Pradesh145 . However, regardless of generating nearly forty seven in step with cent of the nation`s electricity, Vidarbha itself has been susceptible to strength cuts. Besides Butibori and Hingna, the alternative commercial regions of Nagpur are Nagpur has a complete of 244 NMC run schools, 666 non-public primary and center schools, 146 non-public faculties and 8 Government-run faculties.

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