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WHY DATAMITES INSTITUTE FOR DATA SCIENCE COURSE

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SYLLABUS OF DATA SCIENCE COURSE IN BANGKOK

  • 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 BANGKOK

DATA SCIENCE COURSE REVIEWS

ABOUT DATA SCIENTIST TRAINING IN BANGKOK

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.

Bangkok's IT sector has emerged as a key player in Thailand's economy. With a robust infrastructure and a skilled workforce, the sector has witnessed significant growth in recent years. Statistics indicate that the IT industry in Bangkok has experienced an annual growth rate of approximately 15%. The sector employs over 100,000 professionals and generates revenue of around $5 billion. Bangkok's IT sector thrives in areas such as software development, data analytics, digital marketing, and e-commerce, making it a hub for technology-driven businesses and attracting foreign investments in the sector.

The allure of a data science course lies in its undeniable value and the immense opportunities it presents in the modern digital era. In an age where data has become the lifeblood of businesses and industries, mastering the intricacies of data science opens doors to a promising career path. By delving into statistical analysis, machine learning, and data visualization, a data science course equips individuals with the skills to unearth valuable insights from vast amounts of information. Moreover, this field offers endless possibilities for innovation, problem-solving, and making informed decisions. With the world becoming increasingly data-driven, a data science course is a gateway to unlocking boundless professional prospects and becoming an indispensable asset in any industry.

The Certified Data Scientist course offered by DataMites in Bangkok 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 organizational endeavors. 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 Bangkok, Thailand. It’s a limited time offer. For any further details, you can get in touch with our executives.

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

DESCRIPTION OF DATA SCIENCE COURSE IN BANGKOK

FAQ’S OF DATA SCIENCE TRAINING IN BANGKOK

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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