Masters Course in Data Science
- More Than 10k+ Students
- 80% Students Placed
- 5.9 LPA Average CTC
- 10 LPA Highest CTC
- 100+ Expert Mentors
- 8 Years in Industry
- 50+ Hiring Parteners
- Hybrid Classes
- 100% Job Placement
- 4.7 Rating on Google
![master course in data science image](https://skillcircle.in/wp-content/uploads/2024/04/Data-Science-2.webp)
Course Description
Our masters course in Data Science offers a 6-month course with 10 Data-analytics capstone projects to make sure you learn practically during your course. This course will help you gain the latest industry-specific skills, knowledge, and practical experience to excel your presence in today’s competitive world.
Along with the learning and globally recognised certifications, we’ve also got you covered with placements. We at SkillCircle assure every student to get their dream job in the field of Data-Science.
When you choose Skill Circle, you benefit from experienced instructors offering practical insights and real-world applications. Utilize your abilities in practical assignments to develop a strong portfolio that demonstrates your ability. Both full-time professionals and students can benefit from our flexible learning choices.
Program Key Features
- 6 Months of Live Advance Learning.
- Advanced Stimulation Training with Student
- 14+ Modules with Globally Recognised Certification
- 10+ Capstone Projects with Dedicated Mentors from Industry
- Interview Preparation Sessions by HR working at naukri.com
- 100% Placement Assistance at our inHouse #Jobcircle Portal
What You’ll Learn From This Course?
- Trending tools and techniques of Data-science in Business landscape
- Mastering the game of data to get the required business needs fulfilled.
- Develop and execute strategies according to business requirements
- Expertise in areas like, Machine Learning, My SQL, Logistic Regression, and a lot more.
- Advanced skills like, NLP, Deep Learning, KNN, and SVM.
Why you should learn Data Analytics?
If you’re someone who’s looking forward to ruling the industry with your advanced skills in Data Science, then what are you waiting for?Â
Get started with our masters course in Data Science to make you stand out of the crowd in the industry. Â
Data Science offers a great flexibility, creativity, and global demand with continuous growth and learning. It will serve you as a valuable investment for your professional growth as well as your personal development.Â
Still got questions to ask? Get in touch with our experts. Â
Program Curriculum
- Data Science vs. Data AnalyticsÂ
- The data science workflowÂ
- Tools and environments (Python, Jupyter)Â
- Concepts of Regression and ClassificationÂ
- Data sources and collectionÂ
- Data cleaning and preprocessingÂ
- Handling missing dataÂ
RegressionÂ
- What is regression analysis?Â
- Types of regression (linear, multiple, polynomial, etc.)Â
- Use cases and applications of regression in data scienceÂ
- Simple linear regression
- Multiple linear regressionÂ
- Assumptions of linear regressionÂ
- Model interpretation and coefficientsÂ
- Model evaluation metrics (A-squared, MSE, MAE)Â
- Introduction to logistic regressionÂ
- Logistic regression vs. linear regressionÂ
- Binary and multinomial logistic regressionÂ
- Odds ratio and log-odds interpretationÂ
- Model evaluation for classificationÂ
ASSESSMENT FOR LINEAR AND LOGISTIC REGRESSIONÂ
MACHINE LEARNING FUNDAMENTALSÂ
- Understanding machine learningÂ
- Types of machine learning (supervised, unsupervised, reinforcement)Â
- Machine learning workflowÂ
- Data cleaning and transformationÂ
- Data scaling and normalizationÂ
- Handling missing dataÂ
- Cross-validation and train-test splitÂ
- Evaluation metrics (accuracy, precision, recall, F1-score)Â
- Bias-variance trade-offÂ
Decision TreeÂ
- What is a decision tree? and How decision trees work.Â
- Decision Tree Splitting CriteriaÂ
- Dealing with categorical features.Â
- Advantages and Disadvantages of Using a Decision tree Algorithm.Â
- What is a Random Forest?Â
- The concept of bagging and boostingÂ
- Random Forest Features and HyperparametersÂ
- Handling Imbalanced DataÂ
- Feature Importance and lnterpretability
- Introduction to Gradient BoostingÂ
- Understanding boosting and the concept of weak learners.Â
- How XGBoost improves upon traditional gradient boosting.Â
- XGBoost Hyperparameters.Â
- Introduction to Naive BayesÂ
- Types of Naive BayesÂ
- Probability DistributionsÂ
- Training and ClassificationÂ
- Introduction to Support Vector MachinesÂ
- Support Vector Classification (SVC)Â
- Support Vector Machines for Regression (SVR)Â
- Kernel Trick and Non-Linear SVMÂ
ASSESSMENT FOR EACH ALGORITHM OF MACHINE LEARNINGÂ
UNSUPERVISED LEARNING ALGORITHMS K-MEANS ALGORITHMÂ
- Introduction to ClusteringÂ
- K-Means AlgorithmÂ
- Objective Function and OptimizationÂ
- Challenges and LimitationsÂ
- Introduction to K-NNÂ
- Distance MetricsÂ
- Hyperparameter KÂ
- Decision Boundary and Majority VotingÂ
ASSESSMENT FOR EACH ALGORITHM OF UNSUPERVISED LEARNINGÂ
CAPSTONE PROJECTS FOR MACHINE LEARNING, WHERE DATA ANALYTICS PROBLEMS SOLVING IS MANDATORY. CAPSTONE PROJECTS WILL BE DISTRIBUTED ACCORDINGLY.Â
- Introduction to Deep Learning and TensorFlow.Â
- Convolutional Neural Networks (CNNs) with TensorFlow.Â
- Recurrent Neural Networks (RNNs) and Sequence Models.Â
- Advanced Deep Learning with TensorFlow and Keras.Â
- TokenizationÂ
- Stop words removalÂ
- Stemming and LemmatizationÂ
- Text cleaning and normalizationÂ
- TokenizationÂ
- Stop words removalÂ
- Stemming and LemmatizationÂ
- Text cleaning and normalizationÂ
- Bag of Words (BoW)Â
- Term Frequency-Inverse Document Frequency (TF-IDF)Â
- Word embeddings (Word2Vec, GloVe)Â
- Document-term matricesÂ
- Sentiment analysis techniquesÂ
- Binary and multi-class classificationÂ
- Building a sentiment analysis modelÂ
Capstone Projects
![Web & Social Media Analytics icon](https://skillcircle.in/wp-content/uploads/2024/04/master-in-data-science-capstone-project-image-one-300x273.webp)
Web & Social Media Analytics
![fraud analytics data science project icon](https://skillcircle.in/wp-content/uploads/2024/04/master-in-data-science-capstone-project-image-five-300x272.webp)
Fraud
Analytics
![finance and risk analytics data science capstone project icon](https://skillcircle.in/wp-content/uploads/2024/04/master-in-data-science-capstone-project-image-two.webp)
Finance and Risk Analytics
![color detection data science project icon](https://skillcircle.in/wp-content/uploads/2024/04/master-in-data-science-capstone-project-image-six-300x277.webp)
Color
Detection
![Marketing and Retail Analytics icon](https://skillcircle.in/wp-content/uploads/2024/04/master-in-data-science-capstone-project-image-three-300x264.webp)
Marketing and Retail Analytics
![gender and age detection project icon](https://skillcircle.in/wp-content/uploads/2024/04/master-in-data-science-capstone-project-image-seven-300x298.webp)
Gender and Age Detection
![supply chain analytics icon](https://skillcircle.in/wp-content/uploads/2024/04/master-in-data-science-capstone-project-image-four-300x286.webp)
Supply Chain
Analytics
![email spam detection data science capstone project icon](https://skillcircle.in/wp-content/uploads/2024/04/master-in-data-science-capstone-project-image-eight-300x255.webp)
Email Spam
Detection
Tools You Will Learn
![data science tool](https://skillcircle.in/wp-content/uploads/2024/04/1.webp)
![tableau data science tool](https://skillcircle.in/wp-content/uploads/2024/04/8.webp)
![data science tool](https://skillcircle.in/wp-content/uploads/2024/04/2.webp)
![hadoop tool](https://skillcircle.in/wp-content/uploads/2024/04/3.webp)
![knime data science tool](https://skillcircle.in/wp-content/uploads/2024/04/4.webp)
![numpy data science tool](https://skillcircle.in/wp-content/uploads/2024/04/5.webp)
![scikit learn tool](https://skillcircle.in/wp-content/uploads/2024/04/6.webp)
![tensorflow data science tools](https://skillcircle.in/wp-content/uploads/2024/04/7.webp)
![apache spark data science tool](https://skillcircle.in/wp-content/uploads/2024/04/9.webp)
![SQL icon](https://skillcircle.in/wp-content/uploads/2024/04/10.webp)
![RStudio tool](https://skillcircle.in/wp-content/uploads/2024/04/11.webp)
![jupyter data science tool](https://skillcircle.in/wp-content/uploads/2024/04/12.webp)
![python](https://skillcircle.in/wp-content/uploads/2024/04/13.webp)
![power bi](https://skillcircle.in/wp-content/uploads/2024/04/14.webp)
![google analytics](https://skillcircle.in/wp-content/uploads/2024/04/15.webp)
![knime](https://skillcircle.in/wp-content/uploads/2024/04/16.webp)
![sas tool](https://skillcircle.in/wp-content/uploads/2024/04/17.webp)
Hiring Partners
![oyo rooms company logo](https://skillcircle.in/wp-content/uploads/2024/03/oyo-rooms-logo.png)
![resonance company logo](https://skillcircle.in/wp-content/uploads/2024/03/RESONANCE-logo.png)
![skillcircle placement partner company](https://skillcircle.in/wp-content/uploads/2024/03/social-donut-logo.png)
![skillcircle placement partner company](https://skillcircle.in/wp-content/uploads/2024/03/tech2globe-logo.png)
![the petnest company logo](https://skillcircle.in/wp-content/uploads/2024/03/the-petnest-logo.png)
![urban company logo](https://skillcircle.in/wp-content/uploads/2024/03/urban-company-logo.png)
![vcommission company logo](https://skillcircle.in/wp-content/uploads/2024/03/v-commission-logo.png)
![igi company logo](https://skillcircle.in/wp-content/uploads/2024/03/igi-logo.png)
![infra 360 logo](https://skillcircle.in/wp-content/uploads/2024/03/infra-360-logo.png)
![inno8 company logo](https://skillcircle.in/wp-content/uploads/2024/03/innov8-logo.png)
![ken research company logo](https://skillcircle.in/wp-content/uploads/2024/03/kenresearch-logo.png)
![lappy maker company logo](https://skillcircle.in/wp-content/uploads/2024/03/lappy-maker-logo.png)
![microsoft company logo](https://skillcircle.in/wp-content/uploads/2024/03/microsoft-logo.png)
![myntra company logo](https://skillcircle.in/wp-content/uploads/2024/03/myntra-logo.png)
![optimise company logo](https://skillcircle.in/wp-content/uploads/2024/03/optimise-logo.png)
![accenture company logo](https://skillcircle.in/wp-content/uploads/2024/03/accenture-logo.png)
![axponent company logo](https://skillcircle.in/wp-content/uploads/2024/03/axponent-logo.png)
![cash karo company logo](https://skillcircle.in/wp-content/uploads/2024/03/cash-karo-logo.png)
![coworker company logo](https://skillcircle.in/wp-content/uploads/2024/03/co-worker-logo.png)
![collectcent company logo](https://skillcircle.in/wp-content/uploads/2024/03/COLLECT-CENT-logo.png)
![cyboard the online school company logo](https://skillcircle.in/wp-content/uploads/2024/03/cyboard-logo.png)
![digithrive company logo](https://skillcircle.in/wp-content/uploads/2024/03/digithrive-logo.png)
![ecom Conversion coompany logo](https://skillcircle.in/wp-content/uploads/2024/03/ecom-coversion-logo.png)
Learning Outcomes
There are many fields will be open after doing successfully Data Analytics Course Student can become….
![data engineer icon](https://skillcircle.in/wp-content/uploads/2024/03/Data-Engineer.webp)
Data Engineer
![data scientist icon](https://skillcircle.in/wp-content/uploads/2024/03/data-scientist.webp)
Data Scientist
![data architect icon](https://skillcircle.in/wp-content/uploads/2024/03/data-architect.webp)
Data Architect
![database adminstartor icon](https://skillcircle.in/wp-content/uploads/2024/03/database-adminstartor.webp)
Data Administrator
![ML engineer icon](https://skillcircle.in/wp-content/uploads/2024/04/ML-Engineer.webp)
ML Engineer
![business analyst icon](https://skillcircle.in/wp-content/uploads/2024/03/business-analyst.webp)
Business Analytics
![AI Engineer icon](https://skillcircle.in/wp-content/uploads/2024/04/AI-Engineer.webp)
AI Engineer
![data analytics icon](https://skillcircle.in/wp-content/uploads/2024/03/data-analyst.webp)
Data Analytics
Meet Your Mentors
We have more than 100+ mentors.
Amit Gupta
VP Amar Ujala
![Aman Gupta SkillCircle Mentor](https://skillcircle.in/wp-content/uploads/2024/03/Amit-Gupta-VP-Amar-Ujala.webp)
Pranav Jha
Founder : AP Web World
![Pranav Jha SkillCircle Mentor](https://skillcircle.in/wp-content/uploads/2024/03/Pranav-Jha-AP-Web-World.webp)
Nishkarsh Sharma
Dropshipping Expert
![Nishkarsh Sharma SkillCircle Mentor](https://skillcircle.in/wp-content/uploads/2024/03/Nishkarsh-Sharma-Dropshipping-Expert.webp)
Parul Mehta Bhargava
Founder: vCommission
![parul gupta skillcircle mentor](https://skillcircle.in/wp-content/uploads/2024/03/Parul-Gupta-Founder-vCommission-media-pvt.-ltd.webp)
Girish Singh
Uber: Head of Marketing
![girish singh skillcircle mentor](https://skillcircle.in/wp-content/uploads/2024/03/Girish-Header-of-Marketing-Uber.webp)
Amit Chawla
Business Clarity Coach
![amit chawla skillcircle mentor](https://skillcircle.in/wp-content/uploads/2024/03/Amit-Chawla-Clarity-Coach.webp)
Success Journey
![student placed in company by skillcircle institute](https://skillcircle.in/wp-content/uploads/2024/03/aditi-kumari-CARD.webp)
![student placed in company by skillcircle institute](https://skillcircle.in/wp-content/uploads/2024/03/ANANT-GAUTAM-CARD.webp)
![student placed in company by skillcircle institute](https://skillcircle.in/wp-content/uploads/2024/03/GINNI-ARORA-CARD.webp)
![student placed in company by skillcircle institute](https://skillcircle.in/wp-content/uploads/2024/03/GUNJAN-GARG-CARD.webp)
![student placed in company by skillcircle institute](https://skillcircle.in/wp-content/uploads/2024/03/HIMANSHU-SINGH-CARD.webp)
![student placed in company by skillcircle institute](https://skillcircle.in/wp-content/uploads/2024/03/HRIDAY-KAPOOR.webp)
![student placed in company by skillcircle institute](https://skillcircle.in/wp-content/uploads/2024/03/laxmi-thakur-CARD.webp)
![student placed in company by skillcircle institute](https://skillcircle.in/wp-content/uploads/2024/03/MEGHA-SIPANI-CARD.webp)
![student placed in company by skillcircle institute](https://skillcircle.in/wp-content/uploads/2024/03/rohit-chaudhry-CARD.webp)
![student placed in company by skillcircle institute](https://skillcircle.in/wp-content/uploads/2024/03/SHIVANI-RATHORE-CARD.webp)