1. FSL
  2. Machine Learning
  3. Software Developer (AI/ML)


Software Developer (AI/ML)

A Software Developer specializing in AI/ML (Artificial Intelligence/Machine Learning) is a professional who designs, develops, and implements software applications that incorporate AI and ML technologies. They combine their programming skills with an understanding of AI and ML algorithms to create intelligent systems that can learn, adapt, and make data-driven decisions.

Start your journey for free

Begin your learning experience and become a software developer (ai/ml) with certificate courses curated to land your dream job.

Skills Covered in this Path

  • Programming Concepts
  • Python Basics
  • Variables and Data types in Python
  • Operators and Strings in Python
  • Python Data Structures
  • Control Flow Statements and Functions
  • OOPs
  • NumPy
  • Pandas
  • Python
  • Statistics
  • Reinforcement learning
  • Machine learning
  • Forecasting using Python
  • Exponential Smoothing
  • ARIMA
  • Time Series in R
  • Introduction to Machine Learning
  • Understanding the ML Pipeline
  • Data Preparation
  • Formatting Data
  • Data Transformation
  • Building ML models
  • Analyzing ML models
  • Types of Linear Regression
  • Regression analysis
  • Missing Value Detection
  • Data handling and prediction
  • Scikit Learn Library
  • Logistic Regression
  • Naïve Bayes
  • Entropy
  • Heterogeneity
  • Shannon's Entropy
  • Preventing Overfitting
  • Random Forest
  • Random Forest Regression
  • Hands-on
  • Logistic Regression vs Random Forest
  • Linear Regression vs Random Forest
  • Unsupervised Learning
  • Clustering
  • k-means Clustering
  • Introduction to Hierarchical Clustering
  • Agglomerative Hierarchical Clustering
  • Euclidean Distance
  • Manhattan Distance
  • Minkowski Distance
  • Jaccard Index
  • Cosine Similarity
  • Optimal Number of Clusters

How we help you set goals

  • online courses

    Curated set of online courses

    Relevant online courses that you can learn and complete at your convenience.

  • career skills

    Get a specialized skill

    Advance your career through industry-relevant skills that you can use right away to stand out at your job.

  • next guidance

    Get step-by-step guidance

    We guide you through your entire learning journey, from the first course to learning new skills.

  • get job

    Guided path to your dream job

    Hand-picked curated courses in each path will help you fasttrack your journey and gain a new skill in just a few months.