Data Science Training by Experts

;

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 learns 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
This syllabus is not final and can be customized as per needs/updates
 
10000+
20+
50+
25+

Data Science Jobs in Goulburn

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

  • 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 Goulburn
Data Science This finest Data Science course was built with the needs of businesses in mind when it comes to the field of 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. 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. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. 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 Goulburn. 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. 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 top Data Science course online for professionals who wish to expand their knowledge base and start a career in this industry is NESTSOFT in Goulburn. 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.

Meet a Few of our Industry Experts 🚀 Your Pathway to IT Career

Vishwa

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Goulburn)
Qualification: Master of Computer Applications

Experience: Manual testing Java Html Css |   more..

Dhaval

Mobile: +91 9446600368
Location: Gujarat, Online (Goulburn)
Qualification: B.Tech

Experience: I am working as a backend engineer in python stack from past 3 years My expertise spans Python Django Django  more..

vaishnavi

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Goulburn)
Qualification: btech

Experience: linux git github docker jenkins k8s jira aws terraform python  more..

Rohan

Mobile: +91 91884 77559
Location: Pune, Online (Goulburn)
Qualification: Bca

Experience: I worked on node js angular js javascript mongo dB server also completed core java html css webtect certification from  more..

Shashwat

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Goulburn)
Qualification: B.Tech.

Experience: My name is Shashwat Sahai and I'm a battle-hardened backend developer with extensive experience in Node js PostgreSQL Docker Microservices  more..

R.Jeniha

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Goulburn)
Qualification: B.sc computer science

Experience: 4 years of experience Proficient in figma Certified in web design   more..

Ritik

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Goulburn)
Qualification: B.tech

Experience: Many online paleteform experience by python  more..

Tamanna

Mobile: +91 98474 90866
Location: Odisha , Online (Goulburn)
Qualification: Btech

Experience: Java python   more..

RAJ

Mobile: +91 89210 61945
Location: Telangana, Online (Goulburn)
Qualification: B.Tech

Experience: Web development Python C Photoshop CC  more..

Nithya

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Goulburn)
Qualification: Batchelor of Engineering in Computer science

Experience: Hi I'm Nithya and I'm currently looking for rob role as manual tester As I'm fresher I did certification in  more..

Gelani

Mobile: +91 9895490866
Location: Gujarat, Online (Goulburn)
Qualification: Bsc

Experience: My name is jenil i am professional graphic designer my work experience 3 year me design card website etc   more..

Madhav

Mobile: +91 9446600368
Location: Telangana, Online (Goulburn)
Qualification: B. Tech

Experience: My skills include java python C HTML CSS AWS DBMS SQL Cloud computing  more..

Thasleema

Mobile: +91 91884 77559
Location: Kerala, Online (Goulburn)
Qualification: Bsc

Experience: Experience -Python full stack developer intern at inmakes infotech pvt Ltd Technical skills Programming Languages •Python C PHP Web Technologies  more..

Minmini

Mobile: +91 98474 90866
Location: Thrissur, Online (Goulburn)
Qualification: MCA

Experience: Communication skill cloud computing networking  more..

SANDEEP

Mobile: +91 9895490866
Location: Maharashtra, Online (Goulburn)
Qualification: BSC(CS)

Experience: I have recently completed a Cyber Security Analyst course from Tata Strive where I gained essential skills and knowledge required  more..

Gaurav

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Goulburn)
Qualification: B.Tech

Experience: Manual Testing Webapp Testing Regression Testing Smog Testing Sanity Testing Agile Mobile app testing SDLC TDLC V model Waterfall Model  more..

Mallika

Mobile: +91 91884 77559
Location: Delhi, Online (Goulburn)
Qualification: Master of Education (M.Ed)

Experience: Experience: 1 Comprehensive knowledge of child development and educational psychology 2 Experience in developing and implementing engaging lesson plans tailored  more..

Likitha

Mobile: +91 91884 77559
Location: Sathupally, Online (Goulburn)
Qualification: bachelors in information technology

Experience: python sql css | Resume for   more..

HASIM

Mobile: +91 9895490866
Location: West Bengal, Online (Goulburn)
Qualification: b tech civil

Experience: all details in my resume Please check and last 10 year i draw any type of design   more..

Adarsh

Mobile: +91 89210 61945
Location: Gujarat, Online (Goulburn)
Qualification: Graduate

Experience: Proficient in German writing and speaking German Teaching Analytical thinking and market research MS Office proficiency Excellent communication skills Multi-tasking  more..

Saniya

Mobile: +91 89210 61945
Location: Rajasthan, Online (Goulburn)
Qualification: Graphic design

Experience: Good in photoshop and and illustrator I manage social media handles and i design banners website posts  more..

Vivek

Mobile: +91 98474 90866
Location: Haridwar, Online (Goulburn)
Qualification: Mca

Experience: I having one year experience in meon technologyics with python I have done 6 months internship python with django during  more..

Mekhala

Mobile: +91 9895490866
Location: Delhi, Online (Goulburn)
Qualification: Masters

Experience: python data science artificial intelligence machine learning| Application for Python Data Science Machine Learning Artificial Intelligence  more..

Hassan

Mobile: +91 9895490866
Location: Karnataka, Online (Goulburn)
Qualification: Undergraduate degree

Experience: Seeking a challenging environment that encourages continuous learning and creativity providing exposure to new ideas and stimulate personal and professional  more..

Sushmitha

Mobile: +91 98474 90866
Location: Karnataka, Online (Goulburn)
Qualification: BSC

Experience: Photoshop work -3 years Poster design -1 year Photo editing back ground removing retouch shadow creating resize - 3 years  more..

Tejaswini

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Goulburn)
Qualification: btech

Experience: Manual Tester with 1 5 years of experience in testing workspace management products Adept at ensuring the quality and functionality  more..

Shravani

Mobile: +91 98474 90866
Location: Telangana, Online (Goulburn)
Qualification: Master of Information Technology

Experience: I have knowledge in AWS platform Azure platform git Jenkins docker containers ansible and Terraform I am quite good at  more..

JYOTI

Mobile: +91 91884 77559
Location: Maharashtra, Online (Goulburn)
Qualification: Msc

Experience: Experienced teacher with a diverse skill set Proficient in curriculum development lesson planning and classroom management Skilled in creating engaging  more..

Nishaj

Mobile: +91 91884 77559
Location: Kerala, Online (Goulburn)
Qualification: Msc computer science

Experience: Iam highly skilled full-stack developer with extensive experience in both frontend and backend development I have honed my expertise through  more..

GURUPRASAD

Mobile: +91 91884 77559
Location: Karnataka, Online (Goulburn)
Qualification: Diploma

Experience: I'm quick learner Team leader Multitask working Problem solver 1 7 years of experience in testing field |   more..

JOYAL

Mobile: +91 9446600368
Location: Kottayam , Online (Goulburn)
Qualification: Bba

Experience: Hardware and networking 4 year experience Application for System Administration Server Admin  more..

Shivani

Mobile: +91 91884 77559
Location: Maharashtra, Online (Goulburn)
Qualification: M.sc in mathematics

Experience: Patience and empathy Ability to create engaging learning materials Technological proficiency (using educational software and tools) Adaptability to diverse learning  more..

Pinky

Mobile: +91 9446600368
Location: Punjab, Online (Goulburn)
Qualification: Current study b.tech final year

Experience: I have completed my college training in filed python programming language I have knowledge about c programming language Recently I  more..

Rajat

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Goulburn)
Qualification: B. Tech

Experience: I am a manual tester and looking for new opportunities in both manual and automation testing   more..

Shreya

Mobile: +91 9895490866
Location: West Bengal, Online (Goulburn)
Qualification: BCA

Experience: Java python html css bootstrap MySQL php communication |   more..

RITHU

Mobile: +91 91884 77559
Location: Kerala, Online (Goulburn)
Qualification: B. Tech Computer Science

Experience: I am working as a Python Developer at Needoo AI Innovations LLP where I have been actively involved in developing  more..

Mukul

Mobile: +91 8301010866
Location: Varanasi, Online (Goulburn)
Qualification: MCA

Experience: I'am a dedicated and detail-oriented manual tester with 1 6 years of experience in software testing and quality assurance I'am  more..

Kajal

Mobile: +91 9446600368
Location: Bhopal, Online (Goulburn)
Qualification: Bachelor degree

Experience: My expertise in -photoshop adobe illustrator- poster design social media post design logo packaging design typography   more..

Ankita

Mobile: +91 91884 77559
Location: West Bengal, Online (Goulburn)
Qualification: Bca

Experience: Active directory networking troubleshooting gsuit firewall switch  more..

Ansiya

Mobile: +91 9895490866
Location: Kerala, Online (Goulburn)
Qualification: B.Tech

Experience: With over a year of experience in Flutter development I am proficient in state management using Provider and GetX I  more..

Harish

Mobile: +91 98474 90866
Location: Chennai -poonamalle, Online (Goulburn)
Qualification: BCA

Experience: Python Html Microsoft excel canva- editing I'm a fresher I have completed python courseApplication for Python Django  more..

Deepa

Mobile: +91 9895490866
Location: Karnataka, Online (Goulburn)
Qualification: B.tech

Experience: Skills C python Have 2 year experience in automation testing |   more..

Niharika

Mobile: +91 89210 61945
Location: Gujarat, Online (Goulburn)
Qualification: BVA

Experience: A versatile and experienced graphic designer with a proven track record of producing impactful visual solutions across various mediums Proficient  more..

Bhavdeep

Mobile: +91 9446600368
Location: Vadodara -gujarat, Online (Goulburn)
Qualification: BACHELOR OF COMPUTER APPLICATIONS

Experience: Java Flutter Dart Android Studio Javascript Git Api Integration Graphic design Frontend Development   more..

SAKTHIVEL

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Goulburn)
Qualification: Diploma in civil engineering

Experience: Skilled AutoCAD drafter with more than five years of experience in the field of Plumbing & electrical drawings Also One  more..

Himanshu

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Goulburn)
Qualification: MCA

Experience: net c# sqlserver asp net mvc html css js  more..

Sambhav

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Goulburn)
Qualification: B.tech

Experience: I bring a strong foundation in Android development demonstrated through diverse projects that highlight both technical proficiency and a user-centered  more..

Jayanthi

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Goulburn)
Qualification: Bachelor's of degree

Experience: I am fresher pursued bachelor's of degree from St Joseph's college for women in Vishakapatnam I had also trained for  more..

Sabareesh

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Goulburn)
Qualification: DECE

Experience: Skilss in Adobe illustrator Photoshop Lightroom wilscom Stitchmax HTML Css and JavaScript and experience in graphic design  more..

Varnika

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Goulburn)
Qualification: Bachelors in fine arts

Experience: I have 4 years of experience in graphic design My main software use is illustrated And knowledge of photoshop and  more..

Rohit

Mobile: +91 9895490866
Location: Pune, Online (Goulburn)
Qualification: Be

Experience: Manual testing system testing regression testing smoke testing sanity testing API testing etcApplication for Software Testing  more..

Ankush

Mobile: +91 89210 61945
Location: Maharashtra, Online (Goulburn)
Qualification: Graduation from pune uni

Experience: I have 2 3 years of experience in software testing and 1 yeae in automation testing in selenium with java  more..

Pankaj

Mobile: +91 89210 61945
Location: Rajasthan, Online (Goulburn)
Qualification: Msc

Experience: 1 Strong subject matter knowledge: A deep understanding of mathematical concepts and principles 2 Effective communication skills: Ability to explain  more..

Dhanushkumar

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Goulburn)
Qualification: Bsc physics

Experience: Back-end developer django framework html css bootstrap MySql EXPERIENCE: Freshers |   more..

Milinta

Mobile: +91 9895490866
Location: Kakkand, Online (Goulburn)
Qualification: Ba economics / 3 month testing course

Experience: Automation and manual testing   more..

Tejas

Mobile: +91 91884 77559
Location: Surat , Online (Goulburn)
Qualification: T.y.b.com

Experience: I have 7 years experience in graphic design and video editing and 1 year experience in ui ux design   more..

Poojashree

Mobile: +91 91884 77559
Location: Mylasandra banglore, Online (Goulburn)
Qualification: Diploma in electronic and communication

Experience: Computer knowledge data entry ms word ms exel sketching painting and i have a 4 years of experience in testing  more..

Nikhil

Mobile: +91 8301010866
Location: Maharashtra, Online (Goulburn)
Qualification: BCA

Experience: No experience python language  more..

Neena

Mobile: +91 9446600368
Location: Kerala, Online (Goulburn)
Qualification: M.Sc. B.Ed.

Experience: A professional teacher with more than five years of experience My methodology of teaching is learning by doing experiential learning  more..

Prajakta

Mobile: +91 9895490866
Location: Pune, Online (Goulburn)
Qualification: B-Tech

Experience: I am Prajakta Gholap I have 2+years experience of python developer I get to know job opportunity in your company  more..

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.

Photos of Training / Internships

Internship/projects in goulburn
Internship/projects in goulburn
Internship/projects in goulburn
Internship/projects in goulburn
Internship/projects in goulburn
Internship/projects in goulburn
Internship/projects in goulburn
Internship/projects in goulburn
Internship/projects in goulburn
Internship/projects in goulburn
Internship/projects in goulburn
Internship/projects in goulburn

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer