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WHY DATAMITES INSTITUTE FOR DATA SCIENCE COURSE

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SYLLABUS OF DATA SCIENCE COURSE IN DHAKA

  • 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 DHAKA

DATA SCIENCE COURSE REVIEWS

ABOUT DATA SCIENTIST TRAINING IN DHAKA

Data Science is ubiquitous in almost every modern-day enterprise working in close coordination with data, and structures all their important decisions based on the valuable insights derived from it. Data Science is seen as a great career option and thus attracts individuals irrespective of their educational backgrounds. According to a  report published by  IBM, the job opportunities in the Data Science field is expected to grow, to a whopping number of 700000.

Dhaka is contributing to the creation of jobs in the field of Data Science. Companies across various sectors in Dhaka,  such as Retail, Healthcare, Travel and Tourism are in great need of  Data Scientists.

The IT sector in Dhaka, the capital city of Bangladesh, has been experiencing rapid growth in recent years. With a thriving startup ecosystem and a skilled workforce, Dhaka has emerged as a prominent hub for technology and innovation. According to recent statistics, the city's IT sector contributes around 3.5% to the country's GDP and employs over 300,000 professionals. With an annual growth rate of 20%, Dhaka's IT sector is attracting significant investments and creating new job opportunities, fueling the city's economic development and positioning it as a key player in the global tech industry.

A data science course is an invaluable investment in today's digital era. With the explosive growth of data, organizations are seeking skilled professionals who can derive meaningful insights from vast amounts of information. By enrolling in a data science course, you equip yourself with the necessary tools and knowledge to unlock the power of data. You learn advanced statistical techniques, machine learning algorithms, and data visualization methods, allowing you to make informed decisions and solve complex problems. Moreover, a data science course enhances your analytical and critical thinking skills, making you a sought-after asset in various industries. Don't miss out on the opportunity to become a data-driven problem solver and embark on a rewarding career path. 

The Certified Data Scientist course offered by DataMites in Dhaka 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 Dhaka, Bangladesh. 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 Dhaka.

DESCRIPTION OF DATA SCIENCE COURSE IN DHAKA

FAQ’S OF DATA SCIENCE TRAINING IN DHAKA

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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