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WHY DATAMITES INSTITUTE FOR DATA SCIENCE COURSE

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SYLLABUS OF DATA SCIENCE COURSE IN BANGLADESH

  • 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 BANGLADESH

DATA SCIENCE COURSE REVIEWS

ABOUT DATA SCIENTIST TRAINING IN BANGLADESH

Data Science has found great relevance, with regards to applications in business organisations. Almost every modern-day enterprise works in close coordination with data, and structures all their important decisions based on the valuable insights derived from it. A Data Scientist happens to be a significant part of the workforce of an organisation, as it is based on the inferences drawn by a data scientist that further plans of action are decided upon. According to IBM, there will be around 700000 new job opportunities generated in the field of Data Science.

Data Science is helping Bangladesh to cope up with the complexities. For instance, recent reports have revealed, the use of Data Science to predict the long term effect of human migration in Bangladesh, mostly attributed to climate changes. It predicts that the migration would almost 1.3 million people in the country. 

Bangladesh's IT sector has experienced remarkable growth, establishing itself as a major player in the global technology industry. With an annual growth rate of 40%, the sector contributes around $1 billion to the country's economy. It employs over 600,000 skilled professionals, and the number is expected to reach 2 million by 2025. Bangladesh's strengths lie in software development, IT outsourcing, and digital services. The government's initiatives to promote the sector, such as the establishment of technology parks and tax incentives, have attracted foreign investment and positioned Bangladesh as a competitive destination for IT services.

The importance of a Data Science course cannot be overstated in today's data-driven world. As businesses strive to make informed decisions and gain a competitive edge, the ability to extract valuable insights from vast amounts of data is paramount. A Data Science course equips individuals with the skills to collect, analyze, and interpret data, unraveling hidden patterns and trends that can drive strategic decision-making. It empowers professionals to harness the power of machine learning and artificial intelligence to automate processes, optimize operations, and predict future outcomes. In a world where information is abundant but understanding is scarce, a Data Science course is the compass that guides us through the data wilderness.

Bangladesh is also offering opportunities for Data Science jobs. According to Glassdoor.com the average salary of a Data Scientist in Bangladesh is BDT 55000 per month

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

DESCRIPTION OF DATA SCIENCE COURSE IN BANGLADESH

FAQ’S OF DATA SCIENCE TRAINING IN BANGLADESH

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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