DATA SCIENCE CERTIFICATION AUTHORITIES

Data Science Course Features

DATA SCIENCE LEAD MENTORS

DATA SCIENCE COURSE FEE IN KATHMANDU

Corporate Training

Customize Your Training


  • Instructor-Led & Self-Paced training
  • Customized Learning Options
  • Industry Expert Trainers
  • Case Study Approach
  • Enterprise Grade Learning
  • 24*7 Cloud Lab

ARE YOU LOOKING TO UPSKILL YOUR TEAM ?

Enquire Now

WHY DATAMITES INSTITUTE FOR DATA SCIENCE COURSE

Why DataMites Infographic

SYLLABUS OF DATA SCIENCE COURSE IN KATHMANDU

  • 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 KATHMANDU

DATA SCIENCE COURSE REVIEWS

ABOUT DATA SCIENTIST TRAINING IN KATHMANDU

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 immensely helping in the creation of jobs in Nepal. From startup ventures to large scale companies, every organisation needs a Data Science professional.  According to Payscale.com, the average salary of a Data Scientist in Nepal is 122000 NPR. 

Kathmandu, the capital city of Nepal, has emerged as a vibrant hub for the IT sector. With a conducive environment for technology and innovation, the city has witnessed remarkable growth in recent years. Statistics show that the IT sector in Kathmandu has experienced an annual growth rate of approximately 30%, employing over 50,000 skilled professionals. The sector has contributed significantly to the city's economy, generating around $500 million in revenue. Kathmandu's IT sector focuses on software development, mobile applications, and digital services, attracting both domestic and international investments and establishing itself as a thriving IT destination.

Are you interested in shaping the future and driving innovation? Look no further than a data science course! In today's data-driven world, learning data science is not only advantageous but essential. This transformative field equips you with the skills to extract valuable insights from vast amounts of data, enabling data-driven decision-making across industries. By mastering data science, you become a highly sought-after professional, capable of solving complex problems and uncovering hidden patterns. Moreover, data scientists play a crucial role in creating personalized experiences, enhancing business strategies, and improving overall efficiency. Embarking on a data science course will empower you to navigate the evolving landscape of technology and make a tangible impact in the digital era. Join the data science revolution and unlock a world of opportunities!

The Certified Data Scientist course offered by DataMites in Kathmandu is an industry-oriented certification that is designed in tune with the best knowledge standards and keeping in mind the long term objective of helping the aspirants, in gaining 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 Kathmandu, Nepal. 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 Artificial Intelligence courses in Kathmandu.

DESCRIPTION OF DATA SCIENCE COURSE IN KATHMANDU

FAQ’S OF DATA SCIENCE TRAINING IN KATHMANDU

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.

DATA SCIENCE COURSE PROJECTS

DATA SCIENCE JOB INTERVIEW QUESTIONS

Global DATA SCIENCE TRAINING Countries

popular career ORIENTED COURSES

DATAMITES POPULAR COURSES


HELPFUL RESOURCES - DataMites Official Blog