Data Science & Machine Learning Course offered by Coding Ninjas
4.8 /5Data Science & Machine Learning Course at Coding Ninjas Overview
Duration | 11 months |
Total fee | ₹34,650 |
Mode of learning | Online |
Credential | Certificate |
Data Science & Machine Learning Course at Coding Ninjas Highlights
- 1:1 Mock-Interview & Guidance-session with Industry Mentors
- Workshops for building your resume and Linkedin/Github profiles
- Curated interview problems
- DSA based product companies Mock Test Series
- 2 months Free Course Extension
- 90 Days Course Pause
- 1:1 Doubt support with Teaching Assistants
Data Science & Machine Learning Course at Coding Ninjas Course details
- Data Science
- Machine Learning
- Learn how to source, manipulate and visualise data using Python and its libraries
- Build and refine your Machine Learning skills with the help of topics like Statistics, Trees, Neural Networks etc.
Data Science & Machine Learning Course at Coding Ninjas Curriculum
Introduction
INTRODUCTION TO DATA SCIENCE
INTRODUCTION TO PYTHON
Conditional Statements and Loops
CONDITIONALS AND LOOPS
PATTERNS
MORE ON LOOPS
Programming Basics
FUNCTIONS
OBJECT-ORIENTED PROGRAMMING SYSTEMS(OOPS)
Data Types
STRINGS, LIST & 2D LIST
TUPLES, DICTIONARY, AND SETS
Data Manipulation
WORKING WITH FILES
NUMPY
PANDAS
MATPLOTLIB
Structured Query Language [SQL]
INTRODUCTION TO SQL QUERIES
ADVANCED SQL QUERIES
INDEXING AND SQLITE
Application Programming Interface[API]
INTRODUCTION TO API
WORKING WITH API
Web Scraping
BEAUTIFULSOUP
SELENIUM
ADVANCED SELENIUM
Data Visualisation
INTRODUCTION TO DATA VISUALISATION
INTRODUCTION TO TABLEAU
TABLEAU VISUALISATIONS
SEABORN
Statistics
STATISTICS
DESCRIPTIVE STATISTICS
INTRODUCTION TO INFERENTIAL STATISTICS
HYPOTHESIS TESTING
Introduction
INTRODUCTION TO MACHINE LEARNING
Linear and Logistic Regression
INTRODUCTION TO LINEAR REGRESSION
MULTIVARIABLE REGRESSION AND GRADIENT DESCENT
PROJECT
GRADIENT DESCENT
LOGISTIC REGRESSION
Decision Trees and Random Forests
DECISION TREES - 1
DECISION TREES - 2
PROJECT
DECISION TREE IMPLEMENTATION
RANDOM FORESTS
Naive Bayes
NAIVE BAYES
PROJECT
TEXT CLASSIFICATION
KNN and SVM
K-NEAREST NEIGHBOURS
SUPPORT VECTOR MACHINE
Principal Component Analysis
PCA - 1
PCA - 2
PROJECT
CIFAR 10
Natural Language Processing
NLP - 1
NLP - 2
PROJECT
TWITTER SENTIMENT ANALYSIS
Neural Networks
NEURAL NETWORKS - 1
NEURAL NETWORKS - 2
TensorFlow and Keras
TENSORFLOW
KERAS
Deep Learning Algorithms
CNN - 1
CNN - 2
RECURRENT NEURAL NETWORK
LONG SHORT TERM MEMORY
Unsupervised Learning
UNSUPERVISED LEARNING - 1
UNSUPERVISED LEARNING - 2
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Data Science & Machine Learning Course at Coding Ninjas Contact Information
Plot Number 360, Kohat Enclave, Opposite Kohat Metro Station, exit 3
Delhi