Data Science Online Live Classes 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- 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.
- Since 2001, Making IT Experts by Experts
- Duration: 90 Hours (Vary as per your skill)
- Course Fees
- Individual Live Classes (1:1)
- Training on Your Time, Any Where
- Access to Recorded Videos
- Practical Internship on Projects
- 100% Placement Support by our jobsNEAR.in
- Training/Internship Certificate
- Web Development Courses in Wollongong
- Mobile App Develpment Courses in Wollongong
- Website Design Courses in Wollongong
- Networking and Security Courses in Wollongong
- Digital Marketing (SEO) Courses in Wollongong
- Graphics Training Courses in Wollongong
- Cloud Computing Courses in Wollongong
- Mean Stack Development Courses in Wollongong
- Python Full Packages Courses in Wollongong
- Animation & Video Editing Courses in Wollongong
- Mern Stack Development Courses in Wollongong
Course Highlights
Featured Courses
Related Courses
Artificial Intelligence
Artificial intelligence (AI) is python related course includes deep learning, machine learning etc. Syllabus, Fees & Duration
Big Data
Training on advanced and basic level of Big Data framework using Hadoop and Spark. Join NowSyllabus, Fees & Duration
Bootstrap
Wanna to make mobile friendly responsive websites? Join our bootstrap css online live training.Syllabus, Fees & Duration
CSS
Nestsoft provides the best CSS training to design a web page and create CSS classes for web sites.Syllabus, Fees & Duration
Data Science
Become a data science specialist from industry experts. Join online live training now!Syllabus, Fees & Duration
Deep Learning
Training on Deep Learning algorithms in python to get Artificial Intelligence Career. Join Now!Syllabus, Fees & Duration
IoT (Internet of Things)
Learn IOT (Internet Of Things) online from experts. Join today and become a IOT experts. Syllabus, Fees & Duration
Machine Learning
Machine learning (ML) part of artificial intelligence (AI) and data science course by experts.Syllabus, Fees & Duration
Python/Django
Django is a open source framework from Python for web services. Get training from industry experts .Syllabus, Fees & Duration
Data Science Jobs in Wollongong
Enjoy the demandFind 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 Wollongong, chennai and europe countries. You can find many jobs for freshers related to the job positions in Wollongong.
Data Science Internship/Course Details
A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. 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. Create data strategies with the help of team members and leaders. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. 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.
Today's Data Scientists must possess a wide range of abilities, including the ability to work with large amounts of data, parse that data, and translate it into an easily comprehensible format from which business insights may be drawn. Cleaning and validating data to ensure that it is accurate and consistent. You'll have a personal mentor who will keep track of your development. To find trends and patterns, use algorithms and modules.
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.
It was a great experience to be with Nestsoft Technology. Training has greatly helped me improve my knowledge. Thank you Nestsoft.
AayishaThree Seas Infologic
Well python class, machine language etc
MOHAMMED RINSHAD KDhanalakshmi Srinivasan Colleg
I am very happy that I have chosen Nestsoft Technologies for my PHP training. It is a good experience to feel like being in an IT company while getting training. Thanks to Nestsoft Technologies and all its faculties for all the efforts.
Darsana SalamIwalkz Technologies
There are many institutes that are trained in Seo , but Nestsoft Technology is different as they and provide a professional environment. This experience enabled me to work at an experience level, get a position as a Seo and successfully launch my career.
Summayya KAQatar
Best internships on python, machine learning, django
Mohammad Faizal ADhanalakshmi Srinivasan Colleg
It was good learning experience, was able to explore and discover new aspects in woocomerce.
Twinkle joykochi
The experience of Nestsoft Technologies as an SEO / Digital Marketing intern was excellent. The faculty was a great help to us. They were highly qualified and specialized in subjects. Thank you for your help !!!!
Sneha ShibuDubai
Most institutes offer only a custom based theory training .But nest soft offered different..soon I joined with them including training and internship .after 3 months training they given me lot of practical projects through internship .I recommend everyone Nestsoft who think about the serious practical training in Digital marketing and SEO
Tajdin KDubai
Very good teaching and best experience ever had. Friendly mam! Learned python machine learning.
Aathira Menon
I did my internship at Nestsoft Technologies it had been extraordinary. I learned PHP, digital marketing and web designing. Thanks Nestsoft
Remya RajUsa
I am very happy that I have chosen Nestsoft Technologies for my SEO/digital marketing training. It is a good experience to feel like being in an IT company while getting training. Thanks to Nestsoft Technologies and all its faculties for all the efforts.
Tiny CyrilDubai
Hi this is Muhammad. the faculties at Nestsoft is incredibly co-operative, They were responding to doubts terribly very effective way. i am happy with the trainers and with their training. In future, i'll proudly suggest my friends. I thank trainers for providing me the best coaching in Asp.net.
Muhammadmaharintravels.com
Well experienced faculties. They explains very well. Very much recommend.
Fathima zehraGermany
I just did ten day course here on python machine learning and it was a good experience for me. Communication quality was great.
Aswin Mohan
I am very happy that I have chosen Nestsoft Technologies for my PHP training. It is a good experience to feel like being in an IT company while getting training. Thanks to Nestsoft Technologies and all its faculties for all the efforts.
Archana AravindInfopark
Myself Riya Sara Rejy. i would like to create a career in Facebook coaching, so I joined coaching at this institute. I learn many techniques from this institute. many thanks most Sreena miss for your effort.
Riya Sara RejyKent Constructions
Nestoft Technologies offered practical-based training on this SEO / Digital Marketing and Project Exposure. The training experience was very different and unique from any training organization. Thanks to Nestsoft Technology for all the support and concern.
Gemmy GeorgeSeasonz India Holidays
I am very relieved at the experience of learning at Nestsoft Technologies, which has helped me to bring my skills up and give me a better path, and I am very satisfied with the faculty that lead me to complete the course. Thanks to Nestoft
StephyDubai
I had done seo digital marketing training on real websites from the expert of kerala. Best classes and friendly trainer.
VijeeshaKochi
We have achieved a very level of knowledge from here about python and Machine Language within a short period of time.This was very helpful for our future .
Fahiz MohamedDhanalakshmi Srinivasan Colleg
Hii.My self Siddiq P.A, I have done Seo/Digital Marketing Training in Nestsoft Technologies. it absolutely was an awesome expertise for me. because my trainer gave full support for me and that they gave the explanation for all my doubts patiently. i would like to thank my trainer and also thanks Nestsoft Technologies.
Siddiq P.ABangalore
I had a best knowledge in Python Machine Learning and best internship with them, these guys are providing best classes with a minimum time.
Milan MohanJCT College Of Engineering And
Python ( ML&AI) The classes are good. The staff and teachers are very friendly. Overall was a good experience.
Krishnapriya venuDubai
Well python class, machine language etc
Shahin ShaDhanalakshmi Srinivasan Colleg
Hi, this is Abdul Rashad, I did PHP course at Nestsoft Technologies. I learned heaps from my trainer also I impressed with their teaching. They take categories with their time period comes. thank you so much.
Abdul RashadInfobhan Systems, Qatar
I am very happy that I have chosen Nestsoft Technologies for my digital marketing training. The training is very good exposure for freshers to become skilled. The trainers are also well-experienced working professionals of Nestsoft Technologies, which is the highlight of the training. Thank you all for your help..!!!!
ShihajDubai
The classes are very good. The staff is well Experienced kind and friendly. I joined here with no knowledge of SEO, and now I have a better knowledge of digital marketing.
Nishna KVDubai
Studying with Nestsoft Technology is valuable and increases my knowledge in digital marketing and SEO. Nestsoft Technology offers its students a blend of theory and practical experience. The quality of training is exceptional.
Sajini Rebacca SajeevIdukki
Nestsoft technologies helped me shape my career in digital marketing, and thanks to the highly qualified and friendly trainers, I must say this is the best digital marketing internship you can get.
FarsinaSacred Heart College
List of Training Institutes / Companies in Wollongong
