Start your journey for free Begin your learning experience and become an ai data analyst with certificate courses curated to land your dream job. Skills Covered in this Path Data Analytics Problem-solving Insights Predictive Modeling Business Intelligence Data Science Process Data Preprocessing Techniques Data Science Components Career Trajectory Programming Basics Data Handling using Python Numpy and Pandas Python Basics NumPy Pandas Matplotlib Seaborn Plotly Basics of Probability Marginal Probability Bayes Theorem Probability Population Samples Statistical analysis Hypothesis testing Statistical distributions Business Intelligence Fundamentals Data Visualization Principles Introduction to Tableau Understanding Data Types Navigating the Tableau Interface Creating Dashboards Visual Analytics Techniques Hands-on Tableau Exercises Integrating Data Sources. Practical visualization walkthrough IPL data analysis with Python Data Description Basic Data Understanding Data Manipulation Skewness Using Histograms & Density Curves Visualising Outliers Using Boxplots Visualising Correlation Using Scatter Plots/Heatmaps What Is Machine Learning Regression Analysis Linear Reg Python Statistics Reinforcement learning Machine learning ANN Tensorflow Keras Gradient Backpropagation Reinforcement Learning States Actions State based mechanism in Reinforcement Learning AI Fundamentals Python for AI Neural Networks Basics Biological vs. Artificial Neurons Perceptron Mechanism ANN Architecture Activation Functions Forward Propagation Loss Functions Keras Framework Gradient Descent MNIST Application TensorFlow Data augmentation Model training & tuning Regularization Image processing (NNs) Feature & object detection Image classification CV problem-solving Pixel & image manipulation Image processing OpenCV with Python TensorFlow MNIST Dataset Covid-19 detection Tokenization stemming lemmatization removing stopwords NLP modeling techniques machine learning logistic regression sentiment analysis TextBlob TextBlob sentiment analysis U-Net semantic segmentation NLP Use-cases NLP Project Forecasting using Python Exponential Smoothing ARIMA Time Series in R Feature Selection Linear Discriminant Analysis with Python Flask Model Deployment Model Deployment Heroku DevOps Fundamentals Version Control With Git Containerization Using Docker Continuous Integration Jenkins Setup DevOps Lifecycle Automation Practices Software Deployment Monitoring Tools Collaboration In DevOps Teams Docker Docker Best practices Optimizing Docker Files Docker Docker Storage Docker Network Docker Compose Docker grafana prometheus Docker Monitoring Docker Docker swarm Orchestration AWS ECR AWS ECS Docker grafana prometheus Docker Monitoring Spring boot Deployment Version Control Git GitHub Git Vs GitHub Accessing GitHub Touring GitHub Creating Repository Committing Changes Branching Merging Pull Requests Basic Git Workflow Creating Git Profile R programming fundamentals variables data types data structures control structures functions packages importing data into R manipulating data in R performing statistical analysis in R data cleaning and wrangling statistical modeling Time series analysis Model forecast theory Time Series Forecasting Time Series Demo OpenCV Face Detection Face Recognition Deep Learning OpenCV Operations Face Detection demo Face Detection Face Recognition Applications of Face Recognition Face Detection using OpenCV using Python Healthcare analytics Free Courses 1 Python for Data Science ★ 4.43 2 hours 118.1K+ Learners Beginner Start Here 2 Data Visualization using Python ★ 4.55 2 hours 84.4K+ Learners Intermediate Enroll 3 Probability for Data Science ★ 4.47 2 hours 54.7K+ Learners Beginner Enroll 4 Statistics for Data Science ★ 4.58 8 hours 70K+ Learners Beginner Enroll 5 Data Visualization using Tableau ★ 4.52 2 hours 114.7K+ Learners Beginner Enroll 6 Basics of EDA with Python ★ 4.55 2 hours 12.7K+ Learners Beginner Enroll 7 Data Mining ★ 4.51 3 hours 41.8K+ Learners Intermediate Enroll 8 Machine Learning with Python ★ 4.57 11 hours 94.4K+ Learners Beginner Enroll 9 Deep Learning with Python ★ 4.55 8 hours 34.8K+ Learners Intermediate Enroll 10 Reinforcement Learning with Python ★ 4.49 6 hours 13.4K+ Learners Intermediate Enroll 11 Artificial Intelligence with Python ★ 4.54 8 hours 84.6K+ Learners Intermediate Enroll 12 Digital Image Processing ★ 4.46 5 hours 77K+ Learners Beginner Enroll 13 Computer Vision Projects ★ 4.51 2 hours 8.9K+ Learners Intermediate Enroll 14 Introduction to Natural Language Processing ★ 4.53 5 hours 44.9K+ Learners Beginner Enroll 15 Natural Language Processing Projects ★ 4.62 3 hours 8.1K+ Learners Beginner Enroll 16 What is Forecasting? ★ 4.46 1 hours 6.3K+ Learners Beginner Enroll 17 Time Series Analysis Stock Market Prediction Python ★ 4.48 2 hours 15K+ Learners Beginner Enroll 18 Linear Discriminant Analysis Applications ★ 4.42 1 hours 2.7K+ Learners Intermediate Enroll 19 Machine Learning Model Deployment using Flask ★ 4.34 1 hours 9.7K+ Learners Beginner Enroll 20 Model Deployment using Heroku ★ 4.36 1 hours 7.1K+ Learners Beginner Enroll 21 Introduction to DevOps ★ 4.56 3 hours 85.7K+ Learners Beginner Enroll 22 Docker Best Practices ★ 4.45 2 hours 8.2K+ Learners Beginner Enroll 23 Docker for Intermediate Level ★ 4.41 3 hours 9.1K+ Learners Beginner Enroll 24 Monitoring in Docker ★ 4.42 2 hours 3.6K+ Learners Intermediate Enroll 25 Docker Orchestration ★ 4.57 3 hours 4.4K+ Learners Intermediate Enroll 26 Docker Projects ★ 4.67 2 hours 5.6K+ Learners Intermediate Enroll 27 GitHub Tutorial for Beginners ★ 4.45 2 hours 24.3K+ Learners Beginner Enroll VIEW MORE ( 24 ) Optional Free Courses 1 Introduction to R ★ 4.56 1 hours 172.9K+ Learners Beginner Start Here 2 Time Series Analysis in R ★ 4.54 5 hours 11K+ Learners Intermediate Enroll 3 Multivariate Time Series Forecasting in R ★ 4.49 2 hours 4.9K+ Learners Intermediate Enroll 4 OpenCV Tutorial ★ 4.5 2 hours 6.5K+ Learners Beginner Enroll 5 Face Detection with OpenCV in Python ★ 4.48 2 hours 17.8K+ Learners Intermediate Enroll 6 Case Studies from Healthcare Industry ★ 4.35 1 hours 20.8K+ Learners Beginner Enroll VIEW MORE ( 3 )