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WHY DATAMITES INSTITUTE FOR DATA SCIENCE COURSE

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SYLLABUS OF DATA SCIENCE COURSE IN SRI LANKA

  • Introduction to Data Science
  • Industry applications
  • Terminologies
  • Anaconda - Python distribution Installation and setup
  • Jupyter Notebook
  • Python Basics
  • Data structures
  • Control statements
  • R Installation and Setup
  • R Studio Basics
  • R Data Structures
  • Control Statements
  • Data Science Packages
  • Essential mathematics
  • Linear algebra
  • Linear Transformation
  • Types of Matrices
  • Matrix properties and Operations
  • Probability and Calculus
  • Statistics Introduction
  • Terminologies
  • Inferential Statistics
  • Harnessing Data
  • Exploratory Analysis
  • Distributions
  • Central Limit Theorem
  • Hypothesis Testing
  • Correlation and Regression
  • Numpy Array functions
  • Data munging with Pandas
  • Imputation
  • Outlier analysis
  • Visualization basics
  • Matplotlib Introduction
  • Basic plots
  • Customizing plots
  • Sub-plots
  • Statistical Plots
  • Seaborn package introduction
  • Machine Learning Introduction
  • ML core concepts
  • Unsupervised and Supervised Learning
  • Clustering with K-Means
  • Linear Regression
  • Logistic Regression
  • K-nearest Neighbor
  • Bayes Theorem
  • Naïve Bayes Algorithm for text classification
  • Decision Tree
  • Ensemble methods: Random Forest
  • Extra Trees
  • SVM
  • Boosting Techniques
  • XGBOOST
  • Artificial Neural Network
  • Adv Metrics
  • Imbalanced Dataset
  • Grid search
  • K-fold Cross validation
  • Relational Database Management Systems basics
  • SQL Introduction
  • Connection to SQL databases
  • Fetching data with SELECT, WHERE condition, SQL JOINs, SQL CRUD operations
  • Deep Learning Introduction
  • TensorFlow and Keras
  • Convolution Neural Network basics
  • End to End image classification of cats and dogs using TensorFlow-Keras platform
  • Visual Analytics basics
  • Tableau Introduction
  • Connecting to data source
  • Dimensions vs. Measures
  • Basic plots, compound plots, forecasting, publishing
  • ML Deployment Strategies
  • Flask introduction
  • Packing training ML model
  • Deploying it on Flask as API
  • Introduction to Big Data
  • Hadoop Concepts
  • Spark Big Data for Data Science Processing
  • Handling Big Data in Machine Learning Pipeline
  • Data Science Project Management method
  • Business Case
  • Risk and Limitation of Machine Learning
  • Project Pit falls

OFFERED DATA SCIENCE COURSES IN SRI LANKA

DATA SCIENCE COURSE REVIEWS

ABOUT DATA SCIENTIST TRAINING IN SRI LANKA

Data is the new word that is defining the century, Data Science is the new science. 

As per the U.S. Bureau of Labour Statistics report, the total number of jobs in Data Science is expected to rise to 11.5 million in the next 5 years. According to IBM, there will be around 700000 new job opportunities generated in the field of Data Science.

Sri Lanka is leveraging the possibilities put forward by Data Science, which has directly resulted in the generation of jobs in the domain. According to Indeed.com, the average salary of a Data Scientist in Sri Lanka is LKR 150000 per year. 

Sri Lanka's IT sector has emerged as a significant contributor to the country's economic growth. With a steady rise in technology adoption and skilled talent, the industry has seen remarkable progress. According to recent statistics, the sector contributes around 7% to Sri Lanka's GDP, with exports exceeding $1 billion annually. With over 200,000 IT professionals and more than 1,000 tech companies, Sri Lanka has positioned itself as a hub for software development, IT outsourcing, and business process management. The government's initiatives to promote digital literacy and innovation have further fueled the sector's growth.

Are you seeking a rewarding career that combines cutting-edge technology, problem-solving skills, and impactful decision-making? Look no further than the field of data science! Learning data science equips you with the tools and knowledge to extract valuable insights from complex data sets, driving informed business strategies and innovation. In today's data-driven world, organizations across industries rely on data scientists to uncover patterns, make predictions, and optimize processes. By mastering data science, you unlock endless opportunities to shape the future and make a tangible impact. Embrace this transformative field, and embark on a journey where you can unleash your analytical prowess, contribute to groundbreaking discoveries, and pave the way for a data-powered future. Start your data science course today and be part of the revolution!

The Certified Data Scientist course offered by DataMites in Sri Lanka is an industry-oriented certification designed in tune with the best knowledge standards and keeping in mind the long-term objective of helping the aspirants gain professional excellence in their organisational endeavours. This online Data Science course covers - Data Science Foundation, Statistics for Data Science, Python for Data Science, R for Data Science, Tableau. The Certified Data Scientist Course is accredited by IABAC (International Association of Business Analytics Certifications).

DataMites training institute is providing 55% discount on online data science course fee in Sri Lanka. It’s a limited time offer. For any further details, you can get in touch with our executives.

DataMites also provides training for Machine Learning, Certified Data Analyst, Deep Learning, Python, IoT, Python for Data Science, and Artificial Intelligence courses in Sri Lanka.

DESCRIPTION OF DATA SCIENCE COURSE IN SRI LANKA

FAQ’S OF DATA SCIENCE TRAINING IN SRI LANKA

The DataMites Placement Assistance Team(PAT) facilitates the aspirants in taking all the necessary steps in starting their career in Data Science. Some of the services provided by PAT are: -

  • 1. Job connect
  • 2. Resume Building
  • 3. Mock interview with industry experts
  • 4. Interview questions

The DataMites Placement Assistance Team(PAT) conducts sessions on career mentoring for the aspirants with a view of helping them realize the purpose they have to serve when they step into the corporate world. The students are guided by industry experts about the various possibilities in the Data Science career, this will help the aspirants to draw a clear picture of the career options available. Also, they will be made knowledgeable about the various obstacles they are likely to face as a fresher in the field, and how they can tackle.

No, PAT does not promise a job, but it helps the aspirants to build the required potential needed in landing a career. The aspirants can capitalize on the acquired skills, in the long run, to a successful career in Data Science.

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